Add files using upload-large-folder tool

eval/combo_test/multiview_20.json

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+[
+  {
+    "study_id": "mimic_59697640",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p11/p11906222/s59697640/20ae33e5-c3a0b30d-d737101f-b47e9ae1-d804765a.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: Syncope. Assess for acute cardiac or pulmonary process.\n \n COMPARISON: Chest radiograph from ___.\n \n FINDINGS: Frontal and lateral radiographs of the chest were acquired. \n Multiple EKG leads project over the chest wall on both radiographs. A\n ventriculoperitoneal shunt courses along the right cervical and thoracic\n region, extending out of the field of view inferiorly. The lungs are clear. \n The heart size is normal. The mediastinal contours are normal. There are no\n pleural effusions. No pneumothorax is seen. Multiple old right-sided rib\n fractures are redemonstrated. A severe compression deformity of a mid\n thoracic vertebral body is not significantly changed.\n \n IMPRESSION: No acute cardiac or pulmonary process.",
+    "findings": "Frontal and lateral radiographs of the chest were acquired. \n Multiple EKG leads project over the chest wall on both radiographs. A\n ventriculoperitoneal shunt courses along the right cervical and thoracic\n region, extending out of the field of view inferiorly. The lungs are clear. \n The heart size is normal. The mediastinal contours are normal. There are no\n pleural effusions. No pneumothorax is seen. Multiple old right-sided rib\n fractures are redemonstrated. A severe compression deformity of a mid\n thoracic vertebral body is not significantly changed.",
+    "impression": "No acute cardiac or pulmonary process.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p11/p11906222/s52008677/59a291bb-a5b73755-8efc4039-1a4e13f2-887e46d2.jpg",
+      "report": "FINDINGS:\nNo focal consolidation, pleural effusion, pneumothorax, or\n pulmonary edema is detected. Heart and mediastinal contours are within normal\n limits. Aortic calcifications are again noted. A shunt catheter courses\n along the right neck, right medial chest, and right abdomen, incompletely\n imaged. Mid-thoracic vertebral body compression deformity is again noted. \n Old right rib fractures are noted. Hardware projecting over the lumbar spine\n at the inferior margin of the image is incompletely evaluated.\n\nIMPRESSION:\nStable chest radiographs without evidence for acute process.",
+      "findings": "No focal consolidation, pleural effusion, pneumothorax, or\n pulmonary edema is detected. Heart and mediastinal contours are within normal\n limits. Aortic calcifications are again noted. A shunt catheter courses\n along the right neck, right medial chest, and right abdomen, incompletely\n imaged. Mid-thoracic vertebral body compression deformity is again noted. \n Old right rib fractures are noted. Hardware projecting over the lumbar spine\n at the inferior margin of the image is incompletely evaluated.",
+      "impression": "",
+      "study_date": "2148-09-20",
+      "study_id": "52008677"
+    },
+    "metadata": {
+      "subject_id": "11906222",
+      "view_position": "AP",
+      "comparison": "Chest radiograph from ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2148-11-27",
+      "admission_info": {
+        "hadm_id": 23103832,
+        "admittime": "2148-11-27 16:10:00",
+        "dischtime": "2148-11-28 18:04:00",
+        "admission_type": "EU OBSERVATION",
+        "demographics": {
+          "age": 77,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "7802",
+            "version": 9,
+            "description": "Syncope and collapse"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "2724",
+            "version": 9,
+            "description": "Other and unspecified hyperlipidemia"
+          },
+          {
+            "code": "56400",
+            "version": 9,
+            "description": "Constipation, unspecified"
+          },
+          {
+            "code": "43820",
+            "version": 9,
+            "description": "Late effects of cerebrovascular disease, hemiplegia affecting unspecified side"
+          },
+          {
+            "code": "V452",
+            "version": 9,
+            "description": "Presence of cerebrospinal fluid drainage device"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Anion Gap",
+            "value": "13",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "28",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "102",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.8",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.0",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "139",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "13",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "11.6",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.6",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "436",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "5.9",
+            "unit": "K/uL",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p11/p11906222/s59697640/efc879d0-ba7f1b53-560419c8-f53bda85-6bd62bb3.jpg"
+  },
+  {
+    "study_id": "mimic_52210901",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p18/p18570152/s52210901/8328656b-7a7c59ec-fba66d3e-d4e3b7d3-2d5332bc.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___ year old man with cough and fever and CLL // r/o pneumonia\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: ___\n \n FINDINGS: \n \n Single lead pacemaker in situ with the lead tip in the right ventricle. No\n cardiomegaly. No features of cardiac decompensation. Prominent pulmonary\n arteries suggesting pulmonary arterial hypertension. No pleural effusion. \n Consolidation in the left lower lobe.\n \n IMPRESSION: \n \n Suspected left lower lobe pneumonia.\n \n NOTIFICATION: The findings were discussed with ___, M.D. by ___\n ___, M.D. on the telephone on ___ at 3:36 PM, 10 minutes after\n discovery of the findings.",
+    "findings": "Single lead pacemaker in situ with the lead tip in the right ventricle. No\n cardiomegaly. No features of cardiac decompensation. Prominent pulmonary\n arteries suggesting pulmonary arterial hypertension. No pleural effusion. \n Consolidation in the left lower lobe.",
+    "impression": "Suspected left lower lobe pneumonia.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p18/p18570152/s57576479/bdc767d8-f9566903-2dda971f-c7110e57-164c5277.jpg",
+      "report": "FINDINGS:\nCompared with the radiograph of ___, the lungs are more clear, without\n focal consolidation, effusion, or pneumothorax. Lungs are slightly\n hyperexpanded. Left-sided pacemaker with lead projecting of the right\n ventricle is unchanged in position. Cardiomediastinal silhouette is normal.\n\nIMPRESSION:\nNo focal consolidation concerning for pneumonia.",
+      "findings": "Compared with the radiograph of ___, the lungs are more clear, without\n focal consolidation, effusion, or pneumothorax. Lungs are slightly\n hyperexpanded. Left-sided pacemaker with lead projecting of the right\n ventricle is unchanged in position. Cardiomediastinal silhouette is normal.",
+      "impression": "",
+      "study_date": "2206-07-02",
+      "study_id": "57576479"
+    },
+    "metadata": {
+      "subject_id": "18570152",
+      "view_position": "PA",
+      "comparison": "___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "-1.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2207-01-29"
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p18/p18570152/s52210901/e28d8d90-6270d7bd-ea44579d-8f6861a4-2d4a40ae.jpg"
+  },
+  {
+    "study_id": "mimic_57361873",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p11/p11413236/s57361873/7634db9d-273d50e3-b619164d-90d11c3f-2a46ab37.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___F with h/o mast cell crisis presenting with cp and sob which\n she attributes to mast cell attack // acute cardiopulmonary abnormality\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: Chest radiograph dated ___\n \n FINDINGS: \n \n PA and lateral chest radiograph demonstrate a right chest port, its tip which\n projects within the upper superior vena cava, unchanged in position relative\n to prior study. Median sternotomy wires appear intact. Cardiomediastinal\n silhouette appears stable relative to prior examination. Heart size is mildly\n enlarged. There is no evidence of pulmonary edema. Nodular opacities\n within the in right infrahilar region likely reflect vascular shadows. Lung\n volumes are low. Bibasilar atelectasis is moderate. There is no focal opacity\n convincing for infectious process. Calcification on the AP window could be\n due to calcified nodes. No large pleural effusion or pneumothorax is\n identified.\n \n IMPRESSION: \n \n Overall stable appearance of the chest with low lung volumes and basilar\n atelectasis.",
+    "findings": "PA and lateral chest radiograph demonstrate a right chest port, its tip which\n projects within the upper superior vena cava, unchanged in position relative\n to prior study. Median sternotomy wires appear intact. Cardiomediastinal\n silhouette appears stable relative to prior examination. Heart size is mildly\n enlarged. There is no evidence of pulmonary edema. Nodular opacities\n within the in right infrahilar region likely reflect vascular shadows. Lung\n volumes are low. Bibasilar atelectasis is moderate. There is no focal opacity\n convincing for infectious process. Calcification on the AP window could be\n due to calcified nodes. No large pleural effusion or pneumothorax is\n identified.",
+    "impression": "Overall stable appearance of the chest with low lung volumes and basilar\n atelectasis.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p11/p11413236/s51644170/68fca727-3938158e-eb97e5dc-141e63e2-53d66c78.jpg",
+      "report": "FINDINGS:\nPatient is status post median sternotomy. Right-sided Port-A-Cath tip\n terminates in the upper SVC, unchanged. Cardiac silhouette remains moderately\n enlarged but unchanged. Multiple calcified mediastinal lymph nodes are again\n demonstrated suggestive prior granulomatous disease. The mediastinal and\n hilar contours are otherwise unremarkable. Lung volumes are persistently low\n with streaky atelectasis seen in the right lung base. No focal consolidation,\n pleural effusion or pneumothorax is seen. The pulmonary vasculature is not\n engorged.\n\nIMPRESSION:\nPersistently low lung volumes with streaky right basilar atelectasis.",
+      "findings": "Patient is status post median sternotomy. Right-sided Port-A-Cath tip\n terminates in the upper SVC, unchanged. Cardiac silhouette remains moderately\n enlarged but unchanged. Multiple calcified mediastinal lymph nodes are again\n demonstrated suggestive prior granulomatous disease. The mediastinal and\n hilar contours are otherwise unremarkable. Lung volumes are persistently low\n with streaky atelectasis seen in the right lung base. No focal consolidation,\n pleural effusion or pneumothorax is seen. The pulmonary vasculature is not\n engorged.",
+      "impression": "",
+      "study_date": "2193-04-03",
+      "study_id": "51644170"
+    },
+    "metadata": {
+      "subject_id": "11413236",
+      "view_position": "PA",
+      "comparison": "Chest radiograph dated ___",
+      "chexpert_labels": {
+        "Atelectasis": "1.0",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2193-04-17"
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p11/p11413236/s57361873/cc3d0bf3-f2bb85cd-cd67adeb-9458eb46-ac522113.jpg"
+  },
+  {
+    "study_id": "mimic_57464511",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p18/p18287845/s57464511/64e9fab8-be276430-8b0b8d08-b7aff644-5d287946.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___-year-old man with fever and hypoxia. Evaluate for pneumonia.\n \n COMPARISIONS: Portable chest x-ray FROM ___.\n \n FINDINGS: PA and lateral chest radiograph is provided. There is no focal\n consolidation, pleural effusion or pneumothorax. Bibasilar opacities are\n present, more prominent on the left, which most likely represents atelectasis.\n A pacemaker is seen with leads in appropriate positioning. There are surgical\n clips seen in the epigastric area.\n \n IMPRESSION: No acute cardiopulmonary process. Bibasilar opacities most\n likely representing atelectasis.",
+    "findings": "PA and lateral chest radiograph is provided. There is no focal\n consolidation, pleural effusion or pneumothorax. Bibasilar opacities are\n present, more prominent on the left, which most likely represents atelectasis.\n A pacemaker is seen with leads in appropriate positioning. There are surgical\n clips seen in the epigastric area.",
+    "impression": "No acute cardiopulmonary process. Bibasilar opacities most\n likely representing atelectasis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "subject_id": "18287845",
+      "view_position": "PA",
+      "comparison": "",
+      "chexpert_labels": {
+        "Atelectasis": "1.0",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "1.0",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2149-09-23"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/mimic/p18/p18287845/s57464511/c3b3a7da-a23fa428-bfdf622b-e03af5b4-401c60d3.jpg"
+  },
+  {
+    "study_id": "mimic_56415175",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p18/p18767957/s56415175/88dd4b9d-f5dc2b18-5e9e6141-943b90b2-39b71300.jpg",
+    "report_gt": "FINAL REPORT\n EXAMINATION:\n Chest: Frontal and lateral views\n \n INDICATION: History: ___M with weakness // acute process?>\n \n TECHNIQUE: Chest Frontal and Lateral\n \n COMPARISON: ___\n \n FINDINGS: \n \n The lungs are clear without focal consolidation. No pleural effusion or\n pneumothorax is seen. The cardiac and mediastinal silhouettes are\n unremarkable.\n \n IMPRESSION: \n \n No acute cardiopulmonary process.",
+    "findings": "The lungs are clear without focal consolidation. No pleural effusion or\n pneumothorax is seen. The cardiac and mediastinal silhouettes are\n unremarkable.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p18/p18767957/s59375123/ee7e973e-09b18407-53d2a8d5-becd082f-6debca86.jpg",
+      "report": "FINDINGS:\nThe cardiomediastinal and hilar contours are stable. There is no\n pleural effusion or pneumothorax. The lungs are well expanded and clear. \n Pulmonary vasculature is within normal limits.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+      "findings": "The cardiomediastinal and hilar contours are stable. There is no\n pleural effusion or pneumothorax. The lungs are well expanded and clear. \n Pulmonary vasculature is within normal limits.",
+      "impression": "",
+      "study_date": "2194-09-28",
+      "study_id": "59375123"
+    },
+    "metadata": {
+      "subject_id": "18767957",
+      "view_position": "PA",
+      "comparison": "___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2195-08-08",
+      "admission_info": {
+        "hadm_id": 27460973,
+        "admittime": "2195-08-08 18:39:00",
+        "dischtime": "2195-08-10 16:54:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 69,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78791",
+            "version": 9,
+            "description": "Diarrhea"
+          },
+          {
+            "code": "5856",
+            "version": 9,
+            "description": "End stage renal disease"
+          },
+          {
+            "code": "99681",
+            "version": 9,
+            "description": "Complications of transplanted kidney"
+          },
+          {
+            "code": "40391",
+            "version": 9,
+            "description": "Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease"
+          },
+          {
+            "code": "42830",
+            "version": 9,
+            "description": "Diastolic heart failure, unspecified"
+          },
+          {
+            "code": "4280",
+            "version": 9,
+            "description": "Congestive heart failure, unspecified"
+          },
+          {
+            "code": "V08",
+            "version": 9,
+            "description": "Asymptomatic human immunodeficiency virus [HIV] infection status"
+          },
+          {
+            "code": "V4511",
+            "version": 9,
+            "description": "Renal dialysis status"
+          },
+          {
+            "code": "E8780",
+            "version": 9,
+            "description": "Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation"
+          },
+          {
+            "code": "25050",
+            "version": 9,
+            "description": "Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled"
+          },
+          {
+            "code": "36201",
+            "version": 9,
+            "description": "Background diabetic retinopathy"
+          },
+          {
+            "code": "V5867",
+            "version": 9,
+            "description": "Long-term (current) use of insulin"
+          },
+          {
+            "code": "V5865",
+            "version": 9,
+            "description": "Long-term (current) use of steroids"
+          },
+          {
+            "code": "2731",
+            "version": 9,
+            "description": "Monoclonal paraproteinemia"
+          },
+          {
+            "code": "71590",
+            "version": 9,
+            "description": "Osteoarthrosis, unspecified whether generalized or localized, site unspecified"
+          },
+          {
+            "code": "V1581",
+            "version": 9,
+            "description": "Personal history of noncompliance with medical treatment, presenting hazards to health"
+          },
+          {
+            "code": "V1869",
+            "version": 9,
+            "description": "Family history of other kidney diseases"
+          },
+          {
+            "code": "V180",
+            "version": 9,
+            "description": "Family history of diabetes mellitus"
+          },
+          {
+            "code": "V173",
+            "version": 9,
+            "description": "Family history of ischemic heart disease"
+          },
+          {
+            "code": "V5866",
+            "version": 9,
+            "description": "Long-term (current) use of aspirin"
+          },
+          {
+            "code": "30500",
+            "version": 9,
+            "description": "Alcohol abuse, unspecified"
+          },
+          {
+            "code": "7197",
+            "version": 9,
+            "description": "Difficulty in walking"
+          },
+          {
+            "code": "2859",
+            "version": 9,
+            "description": "Anemia, unspecified"
+          },
+          {
+            "code": "78079",
+            "version": 9,
+            "description": "Other malaise and fatigue"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Anion Gap",
+            "value": "18",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "27",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "97",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "7.5",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "5.4",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Sodium",
+            "value": "137",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "58",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "12.9",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "31.1",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "163",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "3.9",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p18/p18767957/s56415175/638c566a-13e88650-9b767af5-d532eda6-7120af1b.jpg"
+  },
+  {
+    "study_id": "rexgrad_pGRDNCX36GPDFR1U9_aGRDNQQNYYY6G233F_s1.2.826.0.1.3680043.8.498.33822916114433586816287211625536302084",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNCX36GPDFR1U9/GRDNQQNYYY6G233F/studies/1.2.826.0.1.3680043.8.498.33822916114433586816287211625536302084/series/1.2.826.0.1.3680043.8.498.17584072942033215871645398276696484770/instances/1.2.826.0.1.3680043.8.498.49897709924690352535976392865595240553.png",
+    "report_gt": "FINDINGS:\nHeart size is normal. Mediastinal shadows are normal. Lungs are clear. No effusions. No bony abnormalities.\n\nIMPRESSION:\nNormal chest",
+    "findings": "Heart size is normal. Mediastinal shadows are normal. Lungs are clear. No effusions. No bony abnormalities.",
+    "impression": "Normal chest",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNCX36GPDFR1U9",
+      "view_position": "PA",
+      "study_date": "20131121",
+      "comparison": "None.",
+      "indication": "Cough. Pleuritic chest pain.",
+      "age": "038Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/rexgradient/GRDNCX36GPDFR1U9/GRDNQQNYYY6G233F/studies/1.2.826.0.1.3680043.8.498.33822916114433586816287211625536302084/series/1.2.826.0.1.3680043.8.498.26499514510371858690035247276847494581/instances/1.2.826.0.1.3680043.8.498.65421092922190870498080120562549417568.png"
+  },
+  {
+    "study_id": "rexgrad_pGRDNHJ7NR08GWU3I_aGRDNZK4Y64K7D468_s1.2.826.0.1.3680043.8.498.36672213791195647649068417919769551965",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNHJ7NR08GWU3I/GRDNZK4Y64K7D468/studies/1.2.826.0.1.3680043.8.498.36672213791195647649068417919769551965/series/1.2.826.0.1.3680043.8.498.91087263025138965326773638213047146126/instances/1.2.826.0.1.3680043.8.498.15585917279908932922767549492157630636.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear and slightly hyperaerated. Mediastinal contours are normal. The heart is within normal limits in size. No bony abnormality is seen.\n\nIMPRESSION:\nNo active lung disease. Slight hyperaeration.",
+    "findings": "The lungs are clear and slightly hyperaerated. Mediastinal contours are normal. The heart is within normal limits in size. No bony abnormality is seen.",
+    "impression": "No active lung disease. Slight hyperaeration.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNHJ7NR08GWU3I",
+      "view_position": "PA",
+      "study_date": "20131204",
+      "comparison": "None.",
+      "indication": "Preop for prostate seed implantation",
+      "age": "056Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/rexgradient/GRDNHJ7NR08GWU3I/GRDNZK4Y64K7D468/studies/1.2.826.0.1.3680043.8.498.36672213791195647649068417919769551965/series/1.2.826.0.1.3680043.8.498.76539955404158712296572004125194715223/instances/1.2.826.0.1.3680043.8.498.23040306405812489256806706774878186931.png"
+  },
+  {
+    "study_id": "rexgrad_pGRDNCRGF5DNEB2XV_aGRDNLMXJL8XHUFIC_s1.2.826.0.1.3680043.8.498.68878050044886972705795522263042629149",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNCRGF5DNEB2XV/GRDNLMXJL8XHUFIC/studies/1.2.826.0.1.3680043.8.498.68878050044886972705795522263042629149/series/1.2.826.0.1.3680043.8.498.43011840713483897600466146568804561351/instances/1.2.826.0.1.3680043.8.498.14204844411546522134907595428402924717.png",
+    "report_gt": "FINDINGS:\nLow lung volumes. The cardiothymic silhouette is normal. There is diffuse central airway thickening with possible peribronchial inflammation. There is no consolidation, significant pleural effusion or pneumothorax. The bones appear unremarkable.\n\nIMPRESSION:\nCentral airway thickening with possible peribronchial inflammation. No consolidation.",
+    "findings": "Low lung volumes. The cardiothymic silhouette is normal. There is diffuse central airway thickening with possible peribronchial inflammation. There is no consolidation, significant pleural effusion or pneumothorax. The bones appear unremarkable.",
+    "impression": "Central airway thickening with possible peribronchial inflammation. No consolidation.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNCRGF5DNEB2XV",
+      "view_position": "AP",
+      "study_date": "20190820",
+      "comparison": "None.",
+      "indication": "20-month-old with congestion for 2 weeks. More recent onset of cough and fever.",
+      "age": "019M",
+      "sex": "F"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/rexgradient/GRDNCRGF5DNEB2XV/GRDNLMXJL8XHUFIC/studies/1.2.826.0.1.3680043.8.498.68878050044886972705795522263042629149/series/1.2.826.0.1.3680043.8.498.58322760060688849452969143375198072887/instances/1.2.826.0.1.3680043.8.498.81272611114181355797374290734028633868.png"
+  },
+  {
+    "study_id": "rexgrad_pGRDNO94OM2EK7LT4_aGRDNPY1N8UMH0M49_s1.2.826.0.1.3680043.8.498.36085719381514374998651020413949527674",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNO94OM2EK7LT4/GRDNPY1N8UMH0M49/studies/1.2.826.0.1.3680043.8.498.36085719381514374998651020413949527674/series/1.2.826.0.1.3680043.8.498.94939821831940527743164159888362437233/instances/1.2.826.0.1.3680043.8.498.80944856672845915003135989623570539236.png",
+    "report_gt": "FINDINGS:\nNormal lung volumes and mediastinal contours. Visualized tracheal air column is within normal limits. Both lungs appear clear. No pneumothorax or pleural effusion. No osseous abnormality identified. Negative visible bowel gas pattern.\n\nIMPRESSION:\nNegative. No acute cardiopulmonary abnormality.",
+    "findings": "Normal lung volumes and mediastinal contours. Visualized tracheal air column is within normal limits. Both lungs appear clear. No pneumothorax or pleural effusion. No osseous abnormality identified. Negative visible bowel gas pattern.",
+    "impression": "Negative. No acute cardiopulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNO94OM2EK7LT4",
+      "view_position": "AP",
+      "study_date": "20221103",
+      "comparison": "None.",
+      "indication": "20-year-old female with nonproductive cough and shortness of breath.",
+      "age": "020Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/rexgradient/GRDNO94OM2EK7LT4/GRDNPY1N8UMH0M49/studies/1.2.826.0.1.3680043.8.498.36085719381514374998651020413949527674/series/1.2.826.0.1.3680043.8.498.94939821831940527743164159888362437233/instances/1.2.826.0.1.3680043.8.498.32627585929990862274249796957881657151.png"
+  },
+  {
+    "study_id": "rexgrad_pGRDN3MHCAVG7YS3V_aGRDNZ5RTEM2H3MC4_s1.2.826.0.1.3680043.8.498.54241040276471732108834929144033941295",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN3MHCAVG7YS3V/GRDNZ5RTEM2H3MC4/studies/1.2.826.0.1.3680043.8.498.54241040276471732108834929144033941295/series/1.2.826.0.1.3680043.8.498.70079332463910849655838089764680389514/instances/1.2.826.0.1.3680043.8.498.95798804064238854460557882650604936380.png",
+    "report_gt": "FINDINGS:\nShallow lung inflation. Linear opacities in lung bases likely reflect atelectasis. No focal consolidation or pulmonary edema. No pleural effusion or pneumothorax. Normal cardiomediastinal contours.\n\nIMPRESSION:\nNo active cardiopulmonary disease.",
+    "findings": "Shallow lung inflation. Linear opacities in lung bases likely reflect atelectasis. No focal consolidation or pulmonary edema. No pleural effusion or pneumothorax. Normal cardiomediastinal contours.",
+    "impression": "No active cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN3MHCAVG7YS3V",
+      "view_position": "AP",
+      "study_date": "20171202",
+      "comparison": "None.",
+      "indication": "Smoking history.",
+      "age": "069Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/rexgradient/GRDN3MHCAVG7YS3V/GRDNZ5RTEM2H3MC4/studies/1.2.826.0.1.3680043.8.498.54241040276471732108834929144033941295/series/1.2.826.0.1.3680043.8.498.76682776053884878442157294986269201156/instances/1.2.826.0.1.3680043.8.498.48089566379942159877102729746951270059.png"
+  },
+  {
+    "study_id": "iu_CXR145_IM-0290",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/145_IM-0290-1001.dcm.png",
+    "report_gt": "FINDINGS:\nRight costophrenic XXXX is blunted. In the left lower lobe a patchy infiltrate is present. The pulmonary XXXX are normal.\n\nIMPRESSION:\nLarge right pleural effusion and patchy left lower lobe airspace disease.",
+    "findings": "Right costophrenic XXXX is blunted. In the left lower lobe a patchy infiltrate is present. The pulmonary XXXX are normal.",
+    "impression": "Large right pleural effusion and patchy left lower lobe airspace disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR145_IM-0290",
+      "comparison": "None",
+      "indication": "Indication: dyspnea Comparison: None"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/iu_xray/images/images_normalized/145_IM-0290-2001.dcm.png"
+  },
+  {
+    "study_id": "iu_CXR2784_IM-1220",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/2784_IM-1220-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart is normal in size and contour. There is no mediastinal widening. The lungs are clear bilaterally. No large pleural effusion or pneumothorax. The XXXX are intact.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormalities.",
+    "findings": "The heart is normal in size and contour. There is no mediastinal widening. The lungs are clear bilaterally. No large pleural effusion or pneumothorax. The XXXX are intact.",
+    "impression": "No acute cardiopulmonary abnormalities.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR2784_IM-1220",
+      "comparison": "Radiograph Chest PA and Lateral XXXX, XXXX.",
+      "indication": "Indication: Short of breath, XXXX and wheezing. Comparison: Radiograph Chest PA and Lateral XXXX, XXXX."
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/iu_xray/images/images_normalized/2784_IM-1220-2001.dcm.png"
+  },
+  {
+    "study_id": "iu_CXR1265_IM-0179",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1265_IM-0179-1001.dcm.png",
+    "report_gt": "FINDINGS:\nNormal heart size. There is a round density in the AP XXXX. XXXX study performed in XXXX is not available for review at this time. Lungs are hyperinflated with flattened diaphragms. Calcified right lower lobe granuloma. No focal airspace consolidation, pneumothorax, or pleural effusion. No pulmonary edema. No acute bony abnormality.\n\nIMPRESSION:\nCircumscribed structure in the AP XXXX could represent lymphadenopathy, mass, pulmonary arterial abnormality XXXX as aneurysm, or enlargement of the left atrial appendage. As prior chest x-XXXX are not available online at this XXXX should be considered.",
+    "findings": "Normal heart size. There is a round density in the AP XXXX. XXXX study performed in XXXX is not available for review at this time. Lungs are hyperinflated with flattened diaphragms. Calcified right lower lobe granuloma. No focal airspace consolidation, pneumothorax, or pleural effusion. No pulmonary edema. No acute bony abnormality.",
+    "impression": "Circumscribed structure in the AP XXXX could represent lymphadenopathy, mass, pulmonary arterial abnormality XXXX as aneurysm, or enlargement of the left atrial appendage. As prior chest x-XXXX are not available online at this XXXX should be considered.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1265_IM-0179",
+      "comparison": "Images from chest x-XXXX performed on XXXX are not available at this time for comparison.",
+      "indication": "Indication: XXXX-year-old female with dyspnea. Comparison: Images from chest x-XXXX performed on XXXX are not available at this time for comparison."
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/iu_xray/images/images_normalized/1265_IM-0179-2001.dcm.png"
+  },
+  {
+    "study_id": "iu_CXR692_IM-2258",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/692_IM-2258-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear. There are calcified granulomas. Heart size is normal. No pneumothorax. There are endplate changes in the spine.\n\nIMPRESSION:\nClear lungs. No acute cardiopulmonary abnormality. .",
+    "findings": "The lungs are clear. There are calcified granulomas. Heart size is normal. No pneumothorax. There are endplate changes in the spine.",
+    "impression": "Clear lungs. No acute cardiopulmonary abnormality. .",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR692_IM-2258",
+      "comparison": "None.",
+      "indication": "Indication: Pre op Sarcoma Comparison: None."
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/iu_xray/images/images_normalized/692_IM-2258-2001.dcm.png"
+  },
+  {
+    "study_id": "iu_CXR1277_IM-0185",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1277_IM-0185-1001.dcm.png",
+    "report_gt": "FINDINGS:\nPA and lateral views the chest were obtained. The cardiomediastinal silhouette is normal in size and configuration. The lungs are well aerated. No pneumothorax, pleural effusion, or lobar air space consolidation. XXXX right middle lobe collapse appears less distinct than on prior study.\n\nIMPRESSION:\nNo acute cardiopulmonary disease.",
+    "findings": "PA and lateral views the chest were obtained. The cardiomediastinal silhouette is normal in size and configuration. The lungs are well aerated. No pneumothorax, pleural effusion, or lobar air space consolidation. XXXX right middle lobe collapse appears less distinct than on prior study.",
+    "impression": "No acute cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1277_IM-0185",
+      "comparison": "XXXX",
+      "indication": "Indication: Palpitation Comparison: XXXX"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/iu_xray/images/images_normalized/1277_IM-0185-2001.dcm.png"
+  },
+  {
+    "study_id": "chexpert_patient64616_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64616/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe cardiomediastinal silhouette is normal.\n \nPatchy consolidation in the left retrocardiac area which may \nrepresent atelectasis and/or early airspace disease.\n \nNo evidence of pulmonary edema, pneumothorax or pleural effusions.\n \nElevated right hemidiaphragm again noted. Colonic interposition under \nthe right hemidiaphragm also noted.\n \nDegenerative changes of the thoracic spine.\n\nIMPRESSION:\n1. Patchy consolidation in the left retrocardiac area which is \nnonspecific. May represent atelectasis versus airspace disease.\n \n2. Elevated right hemidiaphragm.",
+    "findings": "The cardiomediastinal silhouette is normal.\n \nPatchy consolidation in the left retrocardiac area which may \nrepresent atelectasis and/or early airspace disease.\n \nNo evidence of pulmonary edema, pneumothorax or pleural effusions.\n \nElevated right hemidiaphragm again noted. Colonic interposition under \nthe right hemidiaphragm also noted.\n \nDegenerative changes of the thoracic spine.",
+    "impression": "1. Patchy consolidation in the left retrocardiac area which is \nnonspecific. May represent atelectasis versus airspace disease.\n \n2. Elevated right hemidiaphragm.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64616",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "04-19-2020",
+      "age": "89.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/chexpert/patient64616/study1/view2_lateral.jpg"
+  },
+  {
+    "study_id": "chexpert_patient64625_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64625/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe heart is within normal limits of size. The lungs are clear\nwithout focal opacity or pleural effusion. Deformity of several\nleft sided ribs appears chronic and may be the result of prior\ntrauma.\n\nIMPRESSION:\n1. NO FOCAL PULMONARY OPACITY OR PLEURAL EFFUSION. THERE IS NO\nPNEUMOTHORAX.",
+    "findings": "The heart is within normal limits of size. The lungs are clear\nwithout focal opacity or pleural effusion. Deformity of several\nleft sided ribs appears chronic and may be the result of prior\ntrauma.",
+    "impression": "1. NO FOCAL PULMONARY OPACITY OR PLEURAL EFFUSION. THERE IS NO\nPNEUMOTHORAX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64625",
+      "report_date_order": 2,
+      "view_position": "PA",
+      "comparison": "None available.",
+      "age": "75.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/chexpert/patient64625/study1/view2_lateral.jpg"
+  },
+  {
+    "study_id": "chexpert_patient64606_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64606/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle lead cardiac pacer with a residual small left pleural effusion.\n\nIMPRESSION:\n1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Single lead cardiac pacer with a residual small left pleural effusion.",
+    "impression": "1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64606",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "8/1/2019",
+      "age": "85.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/chexpert/patient64606/study1/view2_lateral.jpg"
+  },
+  {
+    "study_id": "chexpert_patient64615_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64615/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThere is a small 2-mm radiopaque density seen within the\nleft peripheral upper lung zone. This appears calcified and most\nlikely represents old granulomatous disease. However, the patient\nhas a history of melanoma, and comparison with old studies, once\nthey are available, is recommended if there is clinical concern for\nmetastatic disease. The remainder of the lungs are clear without\nfocal air-space consolidation. The cardiomediastinal silhouette\nappears unremarkable. There is an old healing defect at the left\nclavicle demonstrated. The remainder of the bones appear\nunremarkable. Axillary clips seen within the right axilla.\n\nIMPRESSION:\n1. SMALL 2-MM NODULAR DENSITY SEEN IN THE LEFT UPPER PERIPHERAL\nLUNG ZONE, MOST LIKELY REPRESENTING OLD GRANULOMATOUS DISEASE.\n2. DEFECT SEEN WITHIN THE LEFT CLAVICLE, LIKELY REPRESENTING A\nHEALING OR OLD FRACTURE.\n3. AXILLARY CLIPS WITHIN THE RIGHT AXILLA.\n4. NO ACUTE CARDIOPULMONARY DISEASE.\n5. QUESTION OF OLD RIGHT NINTH LATERAL RIB FRACTURE.",
+    "findings": "There is a small 2-mm radiopaque density seen within the\nleft peripheral upper lung zone. This appears calcified and most\nlikely represents old granulomatous disease. However, the patient\nhas a history of melanoma, and comparison with old studies, once\nthey are available, is recommended if there is clinical concern for\nmetastatic disease. The remainder of the lungs are clear without\nfocal air-space consolidation. The cardiomediastinal silhouette\nappears unremarkable. There is an old healing defect at the left\nclavicle demonstrated. The remainder of the bones appear\nunremarkable. Axillary clips seen within the right axilla.",
+    "impression": "1. SMALL 2-MM NODULAR DENSITY SEEN IN THE LEFT UPPER PERIPHERAL\nLUNG ZONE, MOST LIKELY REPRESENTING OLD GRANULOMATOUS DISEASE.\n2. DEFECT SEEN WITHIN THE LEFT CLAVICLE, LIKELY REPRESENTING A\nHEALING OR OLD FRACTURE.\n3. AXILLARY CLIPS WITHIN THE RIGHT AXILLA.\n4. NO ACUTE CARDIOPULMONARY DISEASE.\n5. QUESTION OF OLD RIGHT NINTH LATERAL RIB FRACTURE.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64615",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "No priors for comparison. There is a prior comparison\ndated 4-17, but it is not available online.",
+      "age": "66.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/chexpert/patient64615/study1/view2_lateral.jpg"
+  },
+  {
+    "study_id": "chexpert_patient64581_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64581/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSlightly prominent breast shadows. Heart shadow slightly \nglobular and borderline in size but unchanged from the prior study.\n\nIMPRESSION:\nNORMAL CHEST WITH NO EVIDENCE OF PNEUMONIA. Zariah, Roy INFORMED AT HIS \nREQUEST.",
+    "findings": "Slightly prominent breast shadows. Heart shadow slightly \nglobular and borderline in size but unchanged from the prior study.",
+    "impression": "NORMAL CHEST WITH NO EVIDENCE OF PNEUMONIA. Zariah, Roy INFORMED AT HIS \nREQUEST.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64581",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "AP portable chest dated august 31st 2007",
+      "age": "80.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline",
+    "lateral_image_path": "images/chexpert/patient64581/study1/view3_lateral.jpg"
+  }
+]

eval/feature_test/all_20.json

@@ -0,0 +1,1297 @@
+[
+  {
+    "study_id": "mimic_58521372",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14504940/s58521372/1675afce-31756f63-a165a417-94a2c4ab-41fa955f.jpg",
+    "report_gt": "FINAL REPORT\n EXAM: Chest frontal and lateral views.\n \n CLINICAL INFORMATION: History of CABG, presenting with chest pain for one\n day.\n \n COMPARISON: ___.\n \n FINDINGS: Frontal and lateral views of the chest were obtained. The patient\n is status post median sternotomy and CABG. No focal consolidation, pleural\n effusion, or evidence of pneumothorax is seen. Cardiac and mediastinal\n silhouettes are stable and unremarkable. Degenerative changes are seen along\n the spine.\n \n IMPRESSION: No acute cardiopulmonary process. No evidence of pneumonia. The\n mediastinum is not widened.",
+    "findings": "Frontal and lateral views of the chest were obtained. The patient\n is status post median sternotomy and CABG. No focal consolidation, pleural\n effusion, or evidence of pneumothorax is seen. Cardiac and mediastinal\n silhouettes are stable and unremarkable. Degenerative changes are seen along\n the spine.",
+    "impression": "No acute cardiopulmonary process. No evidence of pneumonia. The\n mediastinum is not widened.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14504940/s55011437/7c41a809-f93b8fdb-32b0f64f-3c464002-d1751a7c.jpg",
+      "report": "IMPRESSION:\nNormal contour of the mediastinum without evidence of widening. \n Streaky opacities in the lung bases likely reflect atelectasis.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2192-10-02",
+      "study_id": "55011437"
+    },
+    "metadata": {
+      "subject_id": "14504940",
+      "view_position": "PA",
+      "comparison": "___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "1.0",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "0.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2193-10-17",
+      "admission_info": {
+        "hadm_id": 23139095,
+        "admittime": "2193-10-17 17:59:00",
+        "dischtime": "2193-10-18 00:19:00",
+        "admission_type": "EU OBSERVATION",
+        "demographics": {
+          "age": 65,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78650",
+            "version": 9,
+            "description": "Chest pain, unspecified"
+          },
+          {
+            "code": "4439",
+            "version": 9,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "41400",
+            "version": 9,
+            "description": "Coronary atherosclerosis of unspecified type of vessel, native or graft"
+          }
+        ],
+        "labs": []
+      },
+      "age": 65,
+      "sex": "M",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p14/p14504940/s58521372/ba93c845-aff601a7-a7342bac-ad387748-7af110b6.jpg"
+  },
+  {
+    "study_id": "mimic_50035498",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p18/p18309149/s50035498/2d669c63-3ec31080-3ee62b8b-7002f5b5-bf8e73b6.jpg",
+    "report_gt": "FINAL REPORT\n TYPE OF EXAMINATION: Chest PA and lateral.\n \n INDICATION: ___-year-old male patient with right-sided VATS procedure,\n decortication, evaluate for pneumothorax following chest tube removal.\n \n FINDINGS: PA and lateral chest views were obtained with patient in upright\n position. Analysis is performed in direct comparison with the next preceding\n similar study of ___. During the examination interval, the two\n right-sided chest tubes have been removed. No pneumothorax has developed. \n Pleural thickenings and blunting of lateral pleural sinus in right hemithorax\n persist rather unchanged. No new abnormalities.\n \n IMPRESSION: Stable chest findings, no evidence of pneumothorax following\n chest tube removals.",
+    "findings": "PA and lateral chest views were obtained with patient in upright\n position. Analysis is performed in direct comparison with the next preceding\n similar study of ___. During the examination interval, the two\n right-sided chest tubes have been removed. No pneumothorax has developed. \n Pleural thickenings and blunting of lateral pleural sinus in right hemithorax\n persist rather unchanged. No new abnormalities.",
+    "impression": "Stable chest findings, no evidence of pneumothorax following\n chest tube removals.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p18/p18309149/s54224807/21e742f7-ee50e64f-508ad946-db407641-972bfa79.jpg",
+      "report": "FINDINGS:\nIn comparison with the study of ___, there is some decrease in the\n opacification at the right base. Chest tubes remain in place, and there is no\n evidence of pneumothorax. Some residual atelectasis and effusion are noted. \n The possibility of supervening pneumonia at the right base could not be\n excluded.\n \n The left lung is essentially clear with mild atelectatic changes at the base.\n \n Subcutaneous emphysema persists along the right lateral upper abdominal wall.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2190-11-03",
+      "study_id": "54224807"
+    },
+    "metadata": {
+      "subject_id": "18309149",
+      "view_position": "PA",
+      "comparison": "with the next preceding",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "0.0",
+        "Support Devices": "1.0"
+      },
+      "study_date": "2190-11-04",
+      "admission_info": {
+        "hadm_id": 24206426,
+        "admittime": "2190-10-28 21:41:00",
+        "dischtime": "2190-11-05 16:50:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 52,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "5109",
+            "version": 9,
+            "description": "Empyema without mention of fistula"
+          },
+          {
+            "code": "5070",
+            "version": 9,
+            "description": "Pneumonitis due to inhalation of food or vomitus"
+          },
+          {
+            "code": "4168",
+            "version": 9,
+            "description": "Other chronic pulmonary heart diseases"
+          },
+          {
+            "code": "5569",
+            "version": 9,
+            "description": "Ulcerative colitis, unspecified"
+          },
+          {
+            "code": "V1582",
+            "version": 9,
+            "description": "Personal history of tobacco use"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "V707",
+            "version": 9,
+            "description": "Examination of participant in clinical trial"
+          },
+          {
+            "code": "311",
+            "version": 9,
+            "description": "Depressive disorder, not elsewhere classified"
+          },
+          {
+            "code": "7243",
+            "version": 9,
+            "description": "Sciatica"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "12.6",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.8",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "562",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "14.7",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "11",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "30",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "105",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.2",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.0",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "142",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Troponin T",
+            "value": "",
+            "unit": "ng/mL",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "23",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "0.8",
+            "unit": "mmol/L",
+            "flag": "normal"
+          }
+        ]
+      },
+      "age": 52,
+      "sex": "M",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p18/p18309149/s50035498/cb581d96-edd1855f-79bc7a49-e942ded5-fb83c971.jpg"
+  },
+  {
+    "study_id": "mimic_59760473",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p19/p19454978/s59760473/92ed1b87-016202fb-06cb6d9b-524f6193-a2cafa9c.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: Weakness, shortness of breath. Evaluate for infiltrate.\n \n COMPARISON: Chest radiographs ___, ___, ___. CT chest,\n ___. CTA chest ___.\n \n TECHNIQUE: Semi-upright AP and lateral radiograph of the chest.\n \n FINDINGS: Lungs are normally expanded. There is no focal airspace opacity to\n suggest pneumonia. The heart is mildly enlarged, but unchanged. The\n mediastinal and hilar contours are stable with tortuosity of the aorta and\n mild prominence of the pulmonary artery, better seen on prior CT of the chest.\n Small bilateral pleural effusions persist. There is no pneumothorax. \n Compression deformity of T6 is unchanged.\n \n IMPRESSION: Stable small bilateral pleural effusions and mildly enlarged\n cardiac silhouette similar to prior.",
+    "findings": "Lungs are normally expanded. There is no focal airspace opacity to\n suggest pneumonia. The heart is mildly enlarged, but unchanged. The\n mediastinal and hilar contours are stable with tortuosity of the aorta and\n mild prominence of the pulmonary artery, better seen on prior CT of the chest.\n Small bilateral pleural effusions persist. There is no pneumothorax. \n Compression deformity of T6 is unchanged.",
+    "impression": "Stable small bilateral pleural effusions and mildly enlarged\n cardiac silhouette similar to prior.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p19/p19454978/s57475408/f7d18e0b-557566af-9339243f-a8b26e9f-c974e2de.jpg",
+      "report": "FINDINGS:\nAs compared to the previous radiograph, the patient has received a\n right-sided PICC line. The course of the line is unremarkable, the tip of the\n line projects over the mid-to-low SVC. There is no evidence of complications,\n notably no pneumothorax. Unchanged appearance of the cardiac silhouette. \n Moderate tortuosity of the thoracic aorta. Small bilateral pleural effusions.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2141-09-14",
+      "study_id": "57475408"
+    },
+    "metadata": {
+      "subject_id": "19454978",
+      "view_position": "AP",
+      "comparison": "Chest radiographs ___, ___, ___.  CT chest,\n ___.  CTA chest ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "-1.0",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "1.0",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2141-09-19",
+      "admission_info": {
+        "hadm_id": 28768601,
+        "admittime": "2141-09-19 20:32:00",
+        "dischtime": "2141-09-21 17:20:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 86,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78060",
+            "version": 9,
+            "description": "Fever, unspecified"
+          },
+          {
+            "code": "5761",
+            "version": 9,
+            "description": "Cholangitis"
+          },
+          {
+            "code": "2875",
+            "version": 9,
+            "description": "Thrombocytopenia, unspecified"
+          },
+          {
+            "code": "75169",
+            "version": 9,
+            "description": "Other anomalies of gallbladder, bile ducts, and liver"
+          },
+          {
+            "code": "4168",
+            "version": 9,
+            "description": "Other chronic pulmonary heart diseases"
+          },
+          {
+            "code": "25000",
+            "version": 9,
+            "description": "Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled"
+          },
+          {
+            "code": "7140",
+            "version": 9,
+            "description": "Rheumatoid arthritis"
+          },
+          {
+            "code": "53081",
+            "version": 9,
+            "description": "Esophageal reflux"
+          },
+          {
+            "code": "7245",
+            "version": 9,
+            "description": "Backache, unspecified"
+          },
+          {
+            "code": "33829",
+            "version": 9,
+            "description": "Other chronic pain"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "V140",
+            "version": 9,
+            "description": "Personal history of allergy to penicillin"
+          },
+          {
+            "code": "V148",
+            "version": 9,
+            "description": "Personal history of allergy to other specified medicinal agents"
+          },
+          {
+            "code": "V5862",
+            "version": 9,
+            "description": "Long-term (current) use of antibiotics"
+          },
+          {
+            "code": "V5861",
+            "version": 9,
+            "description": "Long-term (current) use of anticoagulants"
+          },
+          {
+            "code": "7823",
+            "version": 9,
+            "description": "Edema"
+          },
+          {
+            "code": "78701",
+            "version": 9,
+            "description": "Nausea with vomiting"
+          },
+          {
+            "code": "V1255",
+            "version": 9,
+            "description": "Personal history of pulmonary embolism"
+          },
+          {
+            "code": "78079",
+            "version": 9,
+            "description": "Other malaise and fatigue"
+          },
+          {
+            "code": "79902",
+            "version": 9,
+            "description": "Hypoxemia"
+          },
+          {
+            "code": "71595",
+            "version": 9,
+            "description": "Osteoarthrosis, unspecified whether generalized or localized, pelvic region and thigh"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "7.3",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "31.5",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "124",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "2.2",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "12",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "31",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "99",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.5",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "3.5",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "138",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "9",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      },
+      "age": 86,
+      "sex": "F",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p19/p19454978/s59760473/2be3e6f4-47ca559c-4c3c70ec-133cd9d3-40738c4d.jpg"
+  },
+  {
+    "study_id": "mimic_56801982",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p13/p13352405/s56801982/2ef86c0f-55bf4440-5098b3fc-b9435636-38b5b69c.jpg",
+    "report_gt": "FINAL REPORT\n CHEST X-RAY\n \n INDICATION: ___-year-old man status post right thoracotomy, decortication, now\n with chest tube x 3 to water seal. \n \n COMPARISON: Chest radiograph dated ___.\n \n TECHNIQUE: Frontal and lateral radiographs.\n \n FINDINGS: The three chest tubes remain stable in position compared to the\n prior study. The appearance of the right hemithorax including the clips is\n unchanged as compared to the previous examination; however, it appears that\n the soft tissue collection of air has increased in size. There is increased\n gas filling of colon interposed between the chest wall and the liver, and\n continued elevation of the right hemidiaphragm. Unchanged normal appearance\n of the cardiac silhouette and the left lung. No current evidence of\n pneumothorax. \n \n IMPRESSION: Findings remain stable compared to the previous study with the\n exception of increased air with the soft tissues of the right lateral chest\n wall.",
+    "findings": "The three chest tubes remain stable in position compared to the\n prior study. The appearance of the right hemithorax including the clips is\n unchanged as compared to the previous examination; however, it appears that\n the soft tissue collection of air has increased in size. There is increased\n gas filling of colon interposed between the chest wall and the liver, and\n continued elevation of the right hemidiaphragm. Unchanged normal appearance\n of the cardiac silhouette and the left lung. No current evidence of\n pneumothorax.",
+    "impression": "Findings remain stable compared to the previous study with the\n exception of increased air with the soft tissues of the right lateral chest\n wall.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p13/p13352405/s53207240/876608af-2d7efebf-d51bcb03-9b230997-e9f7797a.jpg",
+      "report": "FINDINGS:\nAs compared to the previous radiograph, the three right-sided chest\n tubes are in unchanged position. There is no convincing evidence of right\n pneumothorax. Extensive soft tissue air collection in the cervical and\n thoracic right-sided soft tissues. Mild-to-moderate pleural effusions with\n areas of atelectasis at the right lung base. Mild elevation of the right\n hemidiaphragm.\n \n Borderline size of the cardiac silhouette, no left pleural effusion,\n normal-appearing left lung.\n \n The clips in the right chest wall are in unchanged position.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2155-01-26",
+      "study_id": "53207240"
+    },
+    "metadata": {
+      "subject_id": "13352405",
+      "view_position": "PA",
+      "comparison": "Chest radiograph dated ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2155-01-27",
+      "admission_info": {
+        "hadm_id": 24745884,
+        "admittime": "2155-01-23 18:35:00",
+        "dischtime": "2155-01-30 15:40:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 66,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "5109",
+            "version": 9,
+            "description": "Empyema without mention of fistula"
+          },
+          {
+            "code": "2851",
+            "version": 9,
+            "description": "Acute posthemorrhagic anemia"
+          },
+          {
+            "code": "2639",
+            "version": 9,
+            "description": "Unspecified protein-calorie malnutrition"
+          },
+          {
+            "code": "04184",
+            "version": 9,
+            "description": "Other specified bacterial infections in conditions classified elsewhere and of unspecified site, other anaerobes"
+          },
+          {
+            "code": "7802",
+            "version": 9,
+            "description": "Syncope and collapse"
+          },
+          {
+            "code": "4588",
+            "version": 9,
+            "description": "Other specified hypotension"
+          },
+          {
+            "code": "7423",
+            "version": 9,
+            "description": "Congenital hydrocephalus"
+          },
+          {
+            "code": "34590",
+            "version": 9,
+            "description": "Epilepsy, unspecified, without mention of intractable epilepsy"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "7812",
+            "version": 9,
+            "description": "Abnormality of gait"
+          },
+          {
+            "code": "32723",
+            "version": 9,
+            "description": "Obstructive sleep apnea (adult)(pediatric)"
+          },
+          {
+            "code": "53081",
+            "version": 9,
+            "description": "Esophageal reflux"
+          },
+          {
+            "code": "7921",
+            "version": 9,
+            "description": "Nonspecific abnormal findings in stool contents"
+          },
+          {
+            "code": "V1582",
+            "version": 9,
+            "description": "Personal history of tobacco use"
+          },
+          {
+            "code": "79092",
+            "version": 9,
+            "description": "Abnormal coagulation profile"
+          },
+          {
+            "code": "V1588",
+            "version": 9,
+            "description": "History of fall"
+          },
+          {
+            "code": "60001",
+            "version": 9,
+            "description": "Hypertrophy (benign) of prostate with urinary obstruction and other lower urinary tract symptoms (LUTS)"
+          },
+          {
+            "code": "78830",
+            "version": 9,
+            "description": "Urinary incontinence, unspecified"
+          },
+          {
+            "code": "79959",
+            "version": 9,
+            "description": "Other signs and symptoms involving cognition"
+          },
+          {
+            "code": "29410",
+            "version": 9,
+            "description": "Dementia in conditions classified elsewhere without behavioral disturbance"
+          },
+          {
+            "code": "311",
+            "version": 9,
+            "description": "Depressive disorder, not elsewhere classified"
+          },
+          {
+            "code": "28529",
+            "version": 9,
+            "description": "Anemia of other chronic disease"
+          },
+          {
+            "code": "2738",
+            "version": 9,
+            "description": "Other disorders of plasma protein metabolism"
+          },
+          {
+            "code": "2690",
+            "version": 9,
+            "description": "Deficiency of vitamin K"
+          },
+          {
+            "code": "V851",
+            "version": 9,
+            "description": "Body Mass Index between 19-24, adult"
+          },
+          {
+            "code": "33119",
+            "version": 9,
+            "description": "Other frontotemporal dementia"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Anion Gap",
+            "value": "14",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "27",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "102",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.8",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.3",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "139",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "14",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "8.8",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "30.4",
+            "unit": "%",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "706",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "16.2",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "0.8",
+            "unit": "mmol/L",
+            "flag": "normal"
+          }
+        ]
+      },
+      "age": 66,
+      "sex": "M",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p13/p13352405/s56801982/841a2be5-4e74e5d9-2a001109-8a1a6b21-881729d4.jpg"
+  },
+  {
+    "study_id": "mimic_59568059",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p17/p17327592/s59568059/0edc4350-79bed040-c995383a-424e4573-a701ab07.jpg",
+    "report_gt": "FINAL REPORT\n EXAMINATION: CHEST (PA AND LAT)\n \n INDICATION: ___F with chest pain.\n \n COMPARISON: ___\n \n FINDINGS: \n \n PA and lateral views of the chest provided. Midline sternotomy wires noted. \n Stable elevation of the right hemidiaphragm is again seen with chronic right\n basal atelectasis. Subtle retrocardiac linear density may represent focal\n areas of scarring as this appears unchanged from prior exam. No convincing\n signs of pneumonia or CHF. No large effusion or pneumothorax is seen.\n Cardiomediastinal silhouette is stable. Bony structures are intact. No free\n air below the right hemidiaphragm.\n \n IMPRESSION: \n \n No acute findings.",
+    "findings": "PA and lateral views of the chest provided. Midline sternotomy wires noted. \n Stable elevation of the right hemidiaphragm is again seen with chronic right\n basal atelectasis. Subtle retrocardiac linear density may represent focal\n areas of scarring as this appears unchanged from prior exam. No convincing\n signs of pneumonia or CHF. No large effusion or pneumothorax is seen.\n Cardiomediastinal silhouette is stable. Bony structures are intact. No free\n air below the right hemidiaphragm.",
+    "impression": "No acute findings.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p17/p17327592/s52874049/a67e2e2b-c5902ccf-adf291f3-51b417af-5b71eeaa.jpg",
+      "report": "FINDINGS:\nPatient is status post median sternotomy and CABG. Heart size is normal. The\n mediastinal contours are unchanged. Right hemidiaphragm remains elevated with\n associated right basilar atelectasis. Pulmonary vasculature is not engorged.\n Left lung is grossly clear. No pleural effusion or pneumothorax is\n demonstrated. There are no acute osseous abnormalities. Mild to moderate\n multilevel degenerative changes are noted in the thoracic spine.\n\nIMPRESSION:\nUnchanged chronic elevation of the right hemidiaphragm with right basilar\n atelectasis. No new focal consolidation.",
+      "findings": "Patient is status post median sternotomy and CABG. Heart size is normal. The\n mediastinal contours are unchanged. Right hemidiaphragm remains elevated with\n associated right basilar atelectasis. Pulmonary vasculature is not engorged.\n Left lung is grossly clear. No pleural effusion or pneumothorax is\n demonstrated. There are no acute osseous abnormalities. Mild to moderate\n multilevel degenerative changes are noted in the thoracic spine.",
+      "impression": "",
+      "study_date": "2168-03-24",
+      "study_id": "52874049"
+    },
+    "metadata": {
+      "subject_id": "17327592",
+      "view_position": "PA",
+      "comparison": "___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2168-04-13",
+      "admission_info": {
+        "hadm_id": 25500501,
+        "admittime": "2168-04-13 18:10:00",
+        "dischtime": "2168-04-15 16:20:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 67,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78609",
+            "version": 9,
+            "description": "Other respiratory abnormalities"
+          },
+          {
+            "code": "5559",
+            "version": 9,
+            "description": "Regional enteritis of unspecified site"
+          },
+          {
+            "code": "5990",
+            "version": 9,
+            "description": "Urinary tract infection, site not specified"
+          },
+          {
+            "code": "49390",
+            "version": 9,
+            "description": "Asthma, unspecified type, unspecified"
+          },
+          {
+            "code": "32723",
+            "version": 9,
+            "description": "Obstructive sleep apnea (adult)(pediatric)"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "311",
+            "version": 9,
+            "description": "Depressive disorder, not elsewhere classified"
+          },
+          {
+            "code": "30000",
+            "version": 9,
+            "description": "Anxiety state, unspecified"
+          },
+          {
+            "code": "3548",
+            "version": 9,
+            "description": "Other mononeuritis of upper limb"
+          },
+          {
+            "code": "V1272",
+            "version": 9,
+            "description": "Personal history of colonic polyps"
+          },
+          {
+            "code": "V5866",
+            "version": 9,
+            "description": "Long-term (current) use of aspirin"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "11.0",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "34.1",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "203",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "5.1",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "12",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "25",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "106",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.9",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.0",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "139",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "11",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      },
+      "age": 67,
+      "sex": "F",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p17/p17327592/s59568059/a163cafe-64ffc35b-319d99b1-4a167e5b-fff059e0.jpg"
+  },
+  {
+    "study_id": "rexgrad_pGRDNWXK43H54409R_aGRDNX29Y5KF6GNYX_s1.2.826.0.1.3680043.8.498.69725942021541963293320750499174719819",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNWXK43H54409R/GRDNX29Y5KF6GNYX/studies/1.2.826.0.1.3680043.8.498.69725942021541963293320750499174719819/series/1.2.826.0.1.3680043.8.498.10235363286531596993006901497349044584/instances/1.2.826.0.1.3680043.8.498.66820966216506893287427683013610841226.png",
+    "report_gt": "FINDINGS:\nDiffuse interstitial prominence noted, likely chronic interstitial lung disease. Heart is normal size. There is elevation of the left hemidiaphragm. No acute opacities or effusions. Severe degenerative changes in the shoulders. No acute bony abnormality.\n\nIMPRESSION:\nStable chronic changes. No acute findings.",
+    "findings": "Diffuse interstitial prominence noted, likely chronic interstitial lung disease. Heart is normal size. There is elevation of the left hemidiaphragm. No acute opacities or effusions. Severe degenerative changes in the shoulders. No acute bony abnormality.",
+    "impression": "Stable chronic changes. No acute findings.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNWXK43H54409R/GRDNBK4R1XQKRKP5/studies/1.2.826.0.1.3680043.8.498.39722318254710257795662099348578976102/series/1.2.826.0.1.3680043.8.498.51010191290445093559322288583461435830/instances/1.2.826.0.1.3680043.8.498.69730998613227943965370723570825686034.png",
+      "report": "FINDINGS:\nThe heart is upper limits of normal in size. There is tortuosity and calcification of the thoracic aorta. The pulmonary hila appear normal. Chronic-appearing lung changes without definite acute pulmonary findings. There is a rounded nodular density left lung base. The bony thorax is intact.\n\nIMPRESSION:\nNo acute cardiopulmonary findings. 12 mm nodule at the left lung base. Surveillance is recommended. A follow-up non urgent chest CT is suggested.",
+      "findings": "The heart is upper limits of normal in size. There is tortuosity and calcification of the thoracic aorta. The pulmonary hila appear normal. Chronic-appearing lung changes without definite acute pulmonary findings. There is a rounded nodular density left lung base. The bony thorax is intact.",
+      "impression": "No acute cardiopulmonary findings. 12 mm nodule at the left lung base. Surveillance is recommended. A follow-up non urgent chest CT is suggested.",
+      "study_date": "20101209"
+    },
+    "metadata": {
+      "patient_id": "pGRDNWXK43H54409R",
+      "view_position": "AP",
+      "study_date": "20110325",
+      "comparison": "Comparison: 6/19/2020",
+      "indication": "Fever.",
+      "age": "086Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNSV54B946LPHC_aGRDNR7VX7WQFA1X9_s1.2.826.0.1.3680043.8.498.95992178337158318463271347742348071975",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNSV54B946LPHC/GRDNR7VX7WQFA1X9/studies/1.2.826.0.1.3680043.8.498.95992178337158318463271347742348071975/series/1.2.826.0.1.3680043.8.498.43497871018857988164314913914751782980/instances/1.2.826.0.1.3680043.8.498.26390230313593710240825250260247974851.png",
+    "report_gt": "FINDINGS:\nRight internal jugular central line has its tip in the proximal right atrium. The heart is enlarged. There is persistent and slightly worsened interstitial edema and airspace filling. Volume loss is present in the lower lobes. Pleural effusions are developing.\n\nIMPRESSION:\nRadiographic worsening. Worsening diffuse pulmonary opacity and developing effusions.",
+    "findings": "Right internal jugular central line has its tip in the proximal right atrium. The heart is enlarged. There is persistent and slightly worsened interstitial edema and airspace filling. Volume loss is present in the lower lobes. Pleural effusions are developing.",
+    "impression": "Radiographic worsening. Worsening diffuse pulmonary opacity and developing effusions.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNSV54B946LPHC/GRDNX0KE58HI50TL/studies/1.2.826.0.1.3680043.8.498.59491328079947018165876992326933031785/series/1.2.826.0.1.3680043.8.498.71663516468591193615839438999448232945/instances/1.2.826.0.1.3680043.8.498.22940690221094710972452959316263595511.png",
+      "report": "FINDINGS:\nA right jugular central venous catheter is seen with tip overlying the superior cavoatrial junction. No evidence of pneumothorax. New diffuse interstitial infiltrates and central perihilar airspace disease is seen, consistent with diffuse pulmonary edema. No definite pleural effusion seen on this portable exam. Heart size remains within normal limits.\n\nIMPRESSION:\nNew right internal jugular central venous catheter in appropriate position. No evidence of pneumothorax. New symmetric interstitial infiltrates with central perihilar airspace disease, most consistent with acute pulmonary edema.",
+      "findings": "A right jugular central venous catheter is seen with tip overlying the superior cavoatrial junction. No evidence of pneumothorax. New diffuse interstitial infiltrates and central perihilar airspace disease is seen, consistent with diffuse pulmonary edema. No definite pleural effusion seen on this portable exam. Heart size remains within normal limits.",
+      "impression": "New right internal jugular central venous catheter in appropriate position. No evidence of pneumothorax. New symmetric interstitial infiltrates with central perihilar airspace disease, most consistent with acute pulmonary edema.",
+      "study_date": "20170121"
+    },
+    "metadata": {
+      "patient_id": "pGRDNSV54B946LPHC",
+      "view_position": "AP",
+      "study_date": "20170124",
+      "comparison": "6/1/2002 and 11/10/2007.",
+      "indication": "Respiratory failure. Sepsis.",
+      "age": "027Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNQOBX1DI2JBND_aGRDN4WLU5EV75E7Y_s1.2.826.0.1.3680043.8.498.92724845511126058625519049917025320120",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNQOBX1DI2JBND/GRDN4WLU5EV75E7Y/studies/1.2.826.0.1.3680043.8.498.92724845511126058625519049917025320120/series/1.2.826.0.1.3680043.8.498.20561209794407116694176834233741318710/instances/1.2.826.0.1.3680043.8.498.36912315503449299822810294644520657433.png",
+    "report_gt": "FINDINGS:\nSternal sutures and mediastinal clips are noted. The lungs are clear of acute infiltrate or congestion. There is no gross cardiomegaly or pleural effusion.\n\nIMPRESSION:\nNo acute pulmonary disease",
+    "findings": "Sternal sutures and mediastinal clips are noted. The lungs are clear of acute infiltrate or congestion. There is no gross cardiomegaly or pleural effusion.",
+    "impression": "No acute pulmonary disease",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNQOBX1DI2JBND/GRDNIR9HRK96W6GP/studies/1.2.826.0.1.3680043.8.498.55191401306810645645534969663812353643/series/1.2.826.0.1.3680043.8.498.66767143441875907205357454353699378196/instances/1.2.826.0.1.3680043.8.498.27069795410732704377388526770942255413.png",
+      "report": "FINDINGS:\nMedian sternotomy wires and mediastinal clips are noted. The cardiomediastinal silhouette is within normal limits. Mild atelectatic changes noted at left base. No definite acute infiltrate. Pulmonary vascularity likely within normal limits. No pneumothorax or large effusion appreciated on this portable examination. Bony thorax is intact.\n\nIMPRESSION:\nMild left base atelectasis.",
+      "findings": "Median sternotomy wires and mediastinal clips are noted. The cardiomediastinal silhouette is within normal limits. Mild atelectatic changes noted at left base. No definite acute infiltrate. Pulmonary vascularity likely within normal limits. No pneumothorax or large effusion appreciated on this portable examination. Bony thorax is intact.",
+      "impression": "Mild left base atelectasis.",
+      "study_date": "20130702"
+    },
+    "metadata": {
+      "patient_id": "pGRDNQOBX1DI2JBND",
+      "view_position": "AP",
+      "study_date": "20130821",
+      "comparison": "Comparison: 04*26*03",
+      "indication": "Chest pain",
+      "age": "",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDN7OPZX2AV78BE_aGRDNBOYCWMKM4KME_s1.2.826.0.1.3680043.8.498.56651780575583880434079958146998426220",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN7OPZX2AV78BE/GRDNBOYCWMKM4KME/studies/1.2.826.0.1.3680043.8.498.56651780575583880434079958146998426220/series/1.2.826.0.1.3680043.8.498.76770260331292123714028011251171364930/instances/1.2.826.0.1.3680043.8.498.80708650252526681366052918441582227806.png",
+    "report_gt": "FINDINGS:\nTracheostomy tube in satisfactory position. The cardiac silhouette remains mildly enlarged. Moderate-sized left pleural effusion and small right pleural effusion, both mildly increased. No significant change in bilateral airspace opacity. Diffuse, patchy bone sclerosis is again demonstrated as well with scoliosis and thoracic spine degenerative changes.\n\nIMPRESSION:\n1. Moderate-sized left pleural effusion and small right pleural effusion, both mildly increased. 2. Increased patchy atelectasis or pneumonia at the left lung base. 3. Otherwise, stable bilateral pneumonia, alveolar edema or ARDS. 4. Stable diffuse sclerotic bony metastatic disease.",
+    "findings": "Tracheostomy tube in satisfactory position. The cardiac silhouette remains mildly enlarged. Moderate-sized left pleural effusion and small right pleural effusion, both mildly increased. No significant change in bilateral airspace opacity. Diffuse, patchy bone sclerosis is again demonstrated as well with scoliosis and thoracic spine degenerative changes.",
+    "impression": "1. Moderate-sized left pleural effusion and small right pleural effusion, both mildly increased. 2. Increased patchy atelectasis or pneumonia at the left lung base. 3. Otherwise, stable bilateral pneumonia, alveolar edema or ARDS. 4. Stable diffuse sclerotic bony metastatic disease.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDN7OPZX2AV78BE/GRDNGFELSXZSLUVZ/studies/1.2.826.0.1.3680043.8.498.22505914119471463738255147915637828028/series/1.2.826.0.1.3680043.8.498.21818679950401535583927994748016932228/instances/1.2.826.0.1.3680043.8.498.79403343171190883602224066376049163097.png",
+      "report": "FINDINGS:\nEndotracheal tube in good anatomic position. Diffuse bilateral pulmonary infiltrates, slightly improved. Stable cardiomegaly. Slight improvement of bilateral pleural effusions. No pneumothorax. Diffuse blastic bony metastatic disease again noted.\n\nIMPRESSION:\n1. Endotracheal tube in stable position. 2. Diffuse bilateral pulmonary infiltrates again noted. Slight improvement. Slight improvement of bilateral effusions. 3. Diffuse blastic bony metastatic disease.",
+      "findings": "Endotracheal tube in good anatomic position. Diffuse bilateral pulmonary infiltrates, slightly improved. Stable cardiomegaly. Slight improvement of bilateral pleural effusions. No pneumothorax. Diffuse blastic bony metastatic disease again noted.",
+      "impression": "1. Endotracheal tube in stable position. 2. Diffuse bilateral pulmonary infiltrates again noted. Slight improvement. Slight improvement of bilateral effusions. 3. Diffuse blastic bony metastatic disease.",
+      "study_date": "20150530"
+    },
+    "metadata": {
+      "patient_id": "pGRDN7OPZX2AV78BE",
+      "view_position": "AP",
+      "study_date": "20150611",
+      "comparison": "Comparison: 11/09/1991.",
+      "indication": "Respiratory failure.",
+      "age": "090Y",
+      "sex": "O"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNLE2R1QQO9AD3_aGRDNB7E4TZZNBM9J_s1.2.826.0.1.3680043.8.498.69803983485849280096624469730779557693",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNLE2R1QQO9AD3/GRDNB7E4TZZNBM9J/studies/1.2.826.0.1.3680043.8.498.69803983485849280096624469730779557693/series/1.2.826.0.1.3680043.8.498.11763915556069326777645741752134964429/instances/1.2.826.0.1.3680043.8.498.40963162161374468813832449965307288359.png",
+    "report_gt": "FINDINGS:\nThere is stable cardiomegaly. Right-sided Port-A-Cath remains in place unchanged. There is diffuse bilateral airspace disease, increasing since prior study, likely edema. Bibasilar atelectasis noted.\n\nIMPRESSION:\n1. Mild CHF. 2. Bibasilar atelectasis.",
+    "findings": "There is stable cardiomegaly. Right-sided Port-A-Cath remains in place unchanged. There is diffuse bilateral airspace disease, increasing since prior study, likely edema. Bibasilar atelectasis noted.",
+    "impression": "1. Mild CHF. 2. Bibasilar atelectasis.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNLE2R1QQO9AD3/GRDNYRM5BPZ43VHL/studies/1.2.826.0.1.3680043.8.498.78914982748467381564916610073201640829/series/1.2.826.0.1.3680043.8.498.70825219774731334138575152715679000148/instances/1.2.826.0.1.3680043.8.498.80867067925729891191288420483431977161.png",
+      "report": "FINDINGS:\nRight-sided Port-A-Cath and mild cardiomegaly are unchanged. Pulmonary vascular congestion is stable, as well as small bilateral pleural effusions and bibasilar atelectasis/airspace disease.\n\nIMPRESSION:\nNo significant change from film earlier this day with cardiomegaly, pulmonary vascular congestion, bibasilar atelectasis/airspace disease, and small effusions.",
+      "findings": "Right-sided Port-A-Cath and mild cardiomegaly are unchanged. Pulmonary vascular congestion is stable, as well as small bilateral pleural effusions and bibasilar atelectasis/airspace disease.",
+      "impression": "No significant change from film earlier this day with cardiomegaly, pulmonary vascular congestion, bibasilar atelectasis/airspace disease, and small effusions.",
+      "study_date": "20041106"
+    },
+    "metadata": {
+      "patient_id": "pGRDNLE2R1QQO9AD3",
+      "view_position": "AP",
+      "study_date": "20050201",
+      "comparison": "01/08/2017",
+      "indication": "CVA, shortness of breath, chest pain",
+      "age": "064Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "chexpert_patient64650_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64650/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nModerate alveolar pulmonary edema, with associated small-to-moderate bilateral pleural effusions. Bibasilar pulmonary opacities are nonspecific, and may reflect atelectasis versus less likely consolidation. No pneumothorax. Unchanged moderate cardiomegaly.\nNo acute osseous abnormality.\n\nIMPRESSION:\n1. Moderate alveolar pulmonary edema, with small-to-moderate bilateral pleural effusions. Bibasilar pulmonary opacities are nonspecific, and may reflect atelectasis versus less likely consolidation.\n2. Moderate cardiomegaly.\nThere are no substantial differences between the preliminary results and the impressions in this final report.\n\"Physician to Physician Radiology Consult Line: (559) 745-1823\"\nSigned",
+    "findings": "Moderate alveolar pulmonary edema, with associated small-to-moderate bilateral pleural effusions. Bibasilar pulmonary opacities are nonspecific, and may reflect atelectasis versus less likely consolidation. No pneumothorax. Unchanged moderate cardiomegaly.\nNo acute osseous abnormality.",
+    "impression": "1. Moderate alveolar pulmonary edema, with small-to-moderate bilateral pleural effusions. Bibasilar pulmonary opacities are nonspecific, and may reflect atelectasis versus less likely consolidation.\n2. Moderate cardiomegaly.\nThere are no substantial differences between the preliminary results and the impressions in this final report.\n\"Physician to Physician Radiology Consult Line: (559) 745-1823\"\nSigned",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64650",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "11/7/2013",
+      "age": "86.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64682_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64682/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP semierect view of the chest demonstrates low left lung \nvolume, and a moderate left pleural effusion and associated \natelectasis persists, unchanged. Right lung remains clear. \nPostoperative stabilization of the lower cervical and upper thoracic \nspine are again noted unchanged.\n \nEndotracheal tube has been removed.\n\nIMPRESSION:\n1.PERSISTENT LEFT PLEURAL EFFUSION AND ATELECTASIS AND VOLUME LOSS. \nTHESE ARE UNCHANGED DESPITE EXTUBATION.",
+    "findings": "AP semierect view of the chest demonstrates low left lung \nvolume, and a moderate left pleural effusion and associated \natelectasis persists, unchanged. Right lung remains clear. \nPostoperative stabilization of the lower cervical and upper thoracic \nspine are again noted unchanged.\n \nEndotracheal tube has been removed.",
+    "impression": "1.PERSISTENT LEFT PLEURAL EFFUSION AND ATELECTASIS AND VOLUME LOSS. \nTHESE ARE UNCHANGED DESPITE EXTUBATION.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64682",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "12/14/2008",
+      "age": "62.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64668_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64668/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nStable position of cervical fusion hardware. No significant interval \nchange in diffuse mildly prominent fine reticulations in the \nbilateral lungs with more confluent airspace opacities in the \nbilateral lung bases, left greater than right with small bilateral \npleural effusions. Stable left apical pneumothorax.\n\nIMPRESSION:\n1. Stable small left apical pneumothorax.\n \n2. No significant interval change in diffuse mildly prominent fine \nreticulations in the bilateral lungs likely reflecting pulmonary \nedema with more confluent airspace opacities in the bilateral lung \nbases, left greater than right, which could reflect atelectasis as \nversus infection, with small bilateral pleural effusions.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Stable position of cervical fusion hardware. No significant interval \nchange in diffuse mildly prominent fine reticulations in the \nbilateral lungs with more confluent airspace opacities in the \nbilateral lung bases, left greater than right with small bilateral \npleural effusions. Stable left apical pneumothorax.",
+    "impression": "1. Stable small left apical pneumothorax.\n \n2. No significant interval change in diffuse mildly prominent fine \nreticulations in the bilateral lungs likely reflecting pulmonary \nedema with more confluent airspace opacities in the bilateral lung \nbases, left greater than right, which could reflect atelectasis as \nversus infection, with small bilateral pleural effusions.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64668",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "2-24-2011 at 2004 hours",
+      "age": "50.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64723_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64723/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nA chest wall pacing device with intact leads into the\nright atrium and right ventricle is unchanged. There is diffuse\nprominence of the pulmonary vasculature with indistinct margins\nconsistent with mild interstitial pulmonary edema. No air-space\npulmonary edema. No segmental consolidation or pleural effusion\nbilaterally. The cardiomediastinal silhouette is within normal\nlimits and unchanged. Regional osseous structures are\nunremarkable.\n\nIMPRESSION:\nMILD INTERSTITIAL PULMONARY EDEMA.",
+    "findings": "A chest wall pacing device with intact leads into the\nright atrium and right ventricle is unchanged. There is diffuse\nprominence of the pulmonary vasculature with indistinct margins\nconsistent with mild interstitial pulmonary edema. No air-space\npulmonary edema. No segmental consolidation or pleural effusion\nbilaterally. The cardiomediastinal silhouette is within normal\nlimits and unchanged. Regional osseous structures are\nunremarkable.",
+    "impression": "MILD INTERSTITIAL PULMONARY EDEMA.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64723",
+      "report_date_order": 5,
+      "view_position": "AP",
+      "comparison": "1-12-2018.",
+      "age": "76.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64666_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64666/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nStable tubes and lines. Improving retrocardiac airspace opacity. \nAlthough the diaphragm is more clearly seen now, there is still some \nfaint residual airspace opacity and perhaps a small left pleural \neffusion. There is persistent air bronchograms at the right medial \nlung base as well.\n\nIMPRESSION:\n1. Improving retrocardiac airspace consolidation.",
+    "findings": "Stable tubes and lines. Improving retrocardiac airspace opacity. \nAlthough the diaphragm is more clearly seen now, there is still some \nfaint residual airspace opacity and perhaps a small left pleural \neffusion. There is persistent air bronchograms at the right medial \nlung base as well.",
+    "impression": "1. Improving retrocardiac airspace consolidation.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64666",
+      "report_date_order": 3,
+      "view_position": "AP",
+      "comparison": "4/1/10 at 3:33 AM",
+      "age": "22.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3415_IM-1650",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3415_IM-1650-1001.dcm.png",
+    "report_gt": "FINDINGS:\nNo acute osseous abnormality. Mild degenerative changes of the thoracic spine. Stable normal cardiomediastinal silhouette and hilar contours. Prominence of superior mediastinal, XXXX superimposed structures. No focal area of consolidation, pleural effusion, or pneumothorax. Mild bibasilar atelectasis.\n\nIMPRESSION:\n1. No acute radiographic cardiopulmonary process.",
+    "findings": "No acute osseous abnormality. Mild degenerative changes of the thoracic spine. Stable normal cardiomediastinal silhouette and hilar contours. Prominence of superior mediastinal, XXXX superimposed structures. No focal area of consolidation, pleural effusion, or pneumothorax. Mild bibasilar atelectasis.",
+    "impression": "1. No acute radiographic cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3415_IM-1650",
+      "comparison": "Chest radiograph on XXXX.",
+      "indication": "Indication: XXXX-year-old XXXX with XXXX. Preop examination. Comparison: Chest radiograph on XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3250_IM-1540-1001",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3250_IM-1540-1001-0002.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are relatively clear. Heart size normal. Unfolded aorta. Moderate hiatal hernia. T-spine osteophytes and DISH.\n\nIMPRESSION:\nModerate hiatal hernia. No definite pneumonia.",
+    "findings": "Lungs are relatively clear. Heart size normal. Unfolded aorta. Moderate hiatal hernia. T-spine osteophytes and DISH.",
+    "impression": "Moderate hiatal hernia. No definite pneumonia.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3250_IM-1540-1001",
+      "comparison": "",
+      "indication": "Indication: XXXX Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR929_IM-2427",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/929_IM-2427-1001.dcm.png",
+    "report_gt": "FINDINGS:\nNo change lung XXXX. XXXX opacities are present in the right lower lobe. No focal infiltrates. Heart and mediastinum are unremarkable. Aorta normal.\n\nIMPRESSION:\nFindings of COPD with right lung base focal atelectasis. No evidence for failure or pneumonia.",
+    "findings": "No change lung XXXX. XXXX opacities are present in the right lower lobe. No focal infiltrates. Heart and mediastinum are unremarkable. Aorta normal.",
+    "impression": "Findings of COPD with right lung base focal atelectasis. No evidence for failure or pneumonia.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR929_IM-2427",
+      "comparison": "XXXX, XXXX.",
+      "indication": "Indication: back pain Comparison: XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR404_IM-2052",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/404_IM-2052-1001.dcm.png",
+    "report_gt": "FINDINGS:\nArtifact in the region of the central upper abdomen. No focal areas of consolidation. No pleural effusions. No evidence of pneumothorax. Heart size within normal limits. Osseous structures intact.\n\nIMPRESSION:\nLimited exam secondary to artifact within the upper abdomen (this does not represent free intra-abdominal XXXX). Recommend repeat chest x-XXXX.",
+    "findings": "Artifact in the region of the central upper abdomen. No focal areas of consolidation. No pleural effusions. No evidence of pneumothorax. Heart size within normal limits. Osseous structures intact.",
+    "impression": "Limited exam secondary to artifact within the upper abdomen (this does not represent free intra-abdominal XXXX). Recommend repeat chest x-XXXX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR404_IM-2052",
+      "comparison": "None",
+      "indication": "Indication: XXXX-year-old male, chest pain. Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3360_IM-1613",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3360_IM-1613-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Left basilar subsegmental atelectasis versus scar noted. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality. Specifically, no evidence of active tuberculous process.",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Left basilar subsegmental atelectasis versus scar noted. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality. Specifically, no evidence of active tuberculous process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3360_IM-1613",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old woman, rule out TB.. Comparison: None."
+    },
+    "eval_track": "baseline"
+  }
+]

eval/feature_test/sample_stats.json

@@ -0,0 +1,38 @@
+{
+  "mimic_cxr": {
+    "total": 5,
+    "metadata": 5,
+    "prior": 5,
+    "lateral": 5,
+    "indication": 0
+  },
+  "rexgradient": {
+    "total": 5,
+    "metadata": 5,
+    "prior": 5,
+    "lateral": 0,
+    "indication": 5
+  },
+  "chexpert_plus": {
+    "total": 5,
+    "metadata": 5,
+    "prior": 0,
+    "lateral": 0,
+    "indication": 0
+  },
+  "iu_xray": {
+    "total": 5,
+    "metadata": 0,
+    "prior": 0,
+    "lateral": 0,
+    "indication": 5
+  },
+  "_summary": {
+    "total": 20,
+    "with_metadata": 15,
+    "with_prior": 10,
+    "with_lateral": 5,
+    "with_indication": 10,
+    "seed": 42
+  }
+}

eval/feature_test/test_1.json

@@ -0,0 +1,80 @@
+[
+  {
+    "study_id": "mimic_58521372",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14504940/s58521372/1675afce-31756f63-a165a417-94a2c4ab-41fa955f.jpg",
+    "report_gt": "FINAL REPORT\n EXAM: Chest frontal and lateral views.\n \n CLINICAL INFORMATION: History of CABG, presenting with chest pain for one\n day.\n \n COMPARISON: ___.\n \n FINDINGS: Frontal and lateral views of the chest were obtained. The patient\n is status post median sternotomy and CABG. No focal consolidation, pleural\n effusion, or evidence of pneumothorax is seen. Cardiac and mediastinal\n silhouettes are stable and unremarkable. Degenerative changes are seen along\n the spine.\n \n IMPRESSION: No acute cardiopulmonary process. No evidence of pneumonia. The\n mediastinum is not widened.",
+    "findings": "Frontal and lateral views of the chest were obtained. The patient\n is status post median sternotomy and CABG. No focal consolidation, pleural\n effusion, or evidence of pneumothorax is seen. Cardiac and mediastinal\n silhouettes are stable and unremarkable. Degenerative changes are seen along\n the spine.",
+    "impression": "No acute cardiopulmonary process. No evidence of pneumonia. The\n mediastinum is not widened.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14504940/s55011437/7c41a809-f93b8fdb-32b0f64f-3c464002-d1751a7c.jpg",
+      "report": "IMPRESSION:\nNormal contour of the mediastinum without evidence of widening. \n Streaky opacities in the lung bases likely reflect atelectasis.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2192-10-02",
+      "study_id": "55011437"
+    },
+    "metadata": {
+      "subject_id": "14504940",
+      "view_position": "PA",
+      "comparison": "___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "1.0",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "0.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2193-10-17",
+      "admission_info": {
+        "hadm_id": 23139095,
+        "admittime": "2193-10-17 17:59:00",
+        "dischtime": "2193-10-18 00:19:00",
+        "admission_type": "EU OBSERVATION",
+        "demographics": {
+          "age": 65,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78650",
+            "version": 9,
+            "description": "Chest pain, unspecified"
+          },
+          {
+            "code": "4439",
+            "version": 9,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "41400",
+            "version": 9,
+            "description": "Coronary atherosclerosis of unspecified type of vessel, native or graft"
+          }
+        ],
+        "labs": []
+      },
+      "age": 65,
+      "sex": "M",
+      "indication": ""
+    },
+    "eval_track": "followup",
+    "lateral_image_path": "images/mimic/p14/p14504940/s58521372/ba93c845-aff601a7-a7342bac-ad387748-7af110b6.jpg"
+  }
+]

eval/sample_30/chexpert_plus_30.json

@@ -0,0 +1,602 @@
+[
+  {
+    "study_id": "chexpert_patient64641_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64641/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nLines and tubes unchanged. Low lung volumes. Slight improvement in \nthe aeration of the upper lobes bilaterally. Stable cardiomediastinal \nsilhouette. Bibasilar consolidation, left greater than right, with \nsmall left pleural effusion. No evidence of pneumothorax.\n\nIMPRESSION:\n1. Low lung volumes. Slight improvement in the aeration of the upper \nlobes bilaterally. Stable cardiomediastinal silhouette. Bibasilar \nconsolidation, left greater than right, with small left pleural \neffusion.",
+    "findings": "Lines and tubes unchanged. Low lung volumes. Slight improvement in \nthe aeration of the upper lobes bilaterally. Stable cardiomediastinal \nsilhouette. Bibasilar consolidation, left greater than right, with \nsmall left pleural effusion. No evidence of pneumothorax.",
+    "impression": "1. Low lung volumes. Slight improvement in the aeration of the upper \nlobes bilaterally. Stable cardiomediastinal silhouette. Bibasilar \nconsolidation, left greater than right, with small left pleural \neffusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64641",
+      "report_date_order": 3,
+      "view_position": "AP",
+      "comparison": "2011/11",
+      "age": "50.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64700_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64700/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.\n\nIMPRESSION:\n1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.",
+    "impression": "1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64700",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "Chest x-ray 30/11",
+      "age": "79.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64615_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64615/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThere is a small 2-mm radiopaque density seen within the\nleft peripheral upper lung zone. This appears calcified and most\nlikely represents old granulomatous disease. However, the patient\nhas a history of melanoma, and comparison with old studies, once\nthey are available, is recommended if there is clinical concern for\nmetastatic disease. The remainder of the lungs are clear without\nfocal air-space consolidation. The cardiomediastinal silhouette\nappears unremarkable. There is an old healing defect at the left\nclavicle demonstrated. The remainder of the bones appear\nunremarkable. Axillary clips seen within the right axilla.\n\nIMPRESSION:\n1. SMALL 2-MM NODULAR DENSITY SEEN IN THE LEFT UPPER PERIPHERAL\nLUNG ZONE, MOST LIKELY REPRESENTING OLD GRANULOMATOUS DISEASE.\n2. DEFECT SEEN WITHIN THE LEFT CLAVICLE, LIKELY REPRESENTING A\nHEALING OR OLD FRACTURE.\n3. AXILLARY CLIPS WITHIN THE RIGHT AXILLA.\n4. NO ACUTE CARDIOPULMONARY DISEASE.\n5. QUESTION OF OLD RIGHT NINTH LATERAL RIB FRACTURE.",
+    "findings": "There is a small 2-mm radiopaque density seen within the\nleft peripheral upper lung zone. This appears calcified and most\nlikely represents old granulomatous disease. However, the patient\nhas a history of melanoma, and comparison with old studies, once\nthey are available, is recommended if there is clinical concern for\nmetastatic disease. The remainder of the lungs are clear without\nfocal air-space consolidation. The cardiomediastinal silhouette\nappears unremarkable. There is an old healing defect at the left\nclavicle demonstrated. The remainder of the bones appear\nunremarkable. Axillary clips seen within the right axilla.",
+    "impression": "1. SMALL 2-MM NODULAR DENSITY SEEN IN THE LEFT UPPER PERIPHERAL\nLUNG ZONE, MOST LIKELY REPRESENTING OLD GRANULOMATOUS DISEASE.\n2. DEFECT SEEN WITHIN THE LEFT CLAVICLE, LIKELY REPRESENTING A\nHEALING OR OLD FRACTURE.\n3. AXILLARY CLIPS WITHIN THE RIGHT AXILLA.\n4. NO ACUTE CARDIOPULMONARY DISEASE.\n5. QUESTION OF OLD RIGHT NINTH LATERAL RIB FRACTURE.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64615",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "No priors for comparison. There is a prior comparison\ndated 4-17, but it is not available online.",
+      "age": "66.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64625_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64625/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe heart is within normal limits of size. The lungs are clear\nwithout focal opacity or pleural effusion. Deformity of several\nleft sided ribs appears chronic and may be the result of prior\ntrauma.\n\nIMPRESSION:\n1. NO FOCAL PULMONARY OPACITY OR PLEURAL EFFUSION. THERE IS NO\nPNEUMOTHORAX.",
+    "findings": "The heart is within normal limits of size. The lungs are clear\nwithout focal opacity or pleural effusion. Deformity of several\nleft sided ribs appears chronic and may be the result of prior\ntrauma.",
+    "impression": "1. NO FOCAL PULMONARY OPACITY OR PLEURAL EFFUSION. THERE IS NO\nPNEUMOTHORAX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64625",
+      "report_date_order": 2,
+      "view_position": "PA",
+      "comparison": "None available.",
+      "age": "75.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64614_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64614/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nFrontal radiograph of the chest demonstrates normal \nappearance of cardiomediastinal silhouette, pulmonary vascularity, \nand airspaces. There is a right-sided PICC catheter with its tip \nprojecting 3 cm below the carina. There is a small left pleural \neffusion. The osseous structures are intact.\n\nIMPRESSION:\n1. RIGHT PICC CATHETER AS DESCRIBED ABOVE. \n \n 2. SMALL LEFT PLEURAL EFFUSION.",
+    "findings": "Frontal radiograph of the chest demonstrates normal \nappearance of cardiomediastinal silhouette, pulmonary vascularity, \nand airspaces. There is a right-sided PICC catheter with its tip \nprojecting 3 cm below the carina. There is a small left pleural \neffusion. The osseous structures are intact.",
+    "impression": "1. RIGHT PICC CATHETER AS DESCRIBED ABOVE. \n \n 2. SMALL LEFT PLEURAL EFFUSION.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64614",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "74.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64658_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64658/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe lung volumes are slightly decreased. Atelectasis is noted at\nthe left lung base with increased opacity noted. Surgical clips\nare noted overlying the region of the right hemidiaphragm. The\nheart does not appear enlarged. There is no evidence of pulmonary\nedema. Some mild pleural thickening is noted at the left apex.\n\nIMPRESSION:\n1. LEFT LOWER LOBE ATELECTASIS WITHOUT DEFINITE PNEUMONIA.",
+    "findings": "The lung volumes are slightly decreased. Atelectasis is noted at\nthe left lung base with increased opacity noted. Surgical clips\nare noted overlying the region of the right hemidiaphragm. The\nheart does not appear enlarged. There is no evidence of pulmonary\nedema. Some mild pleural thickening is noted at the left apex.",
+    "impression": "1. LEFT LOWER LOBE ATELECTASIS WITHOUT DEFINITE PNEUMONIA.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64658",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "08/10.",
+      "age": "55.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64564_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64564/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nA single upright AP view of the chest demonstrates a \nlinear focus of opacity in the left lung base with the remainder of \nthe lung parenchyma clear. No significant pulmonary edema. Heart \nsize and cardiomediastinal silhouette are within normal limits. No \nsignificant pleural effusions. No bony abnormalities are \nappreciated.\n\nIMPRESSION:\n1. FOCAL OPACITY WITHIN THE LEFT LUNG BASE MAY RELATE TO \nATELECTASIS, ASPIRATION OR PNEUMONIA. ATTENTION ON FOLLOWUP.",
+    "findings": "A single upright AP view of the chest demonstrates a \nlinear focus of opacity in the left lung base with the remainder of \nthe lung parenchyma clear. No significant pulmonary edema. Heart \nsize and cardiomediastinal silhouette are within normal limits. No \nsignificant pleural effusions. No bony abnormalities are \nappreciated.",
+    "impression": "1. FOCAL OPACITY WITHIN THE LEFT LUNG BASE MAY RELATE TO \nATELECTASIS, ASPIRATION OR PNEUMONIA. ATTENTION ON FOLLOWUP.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64564",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "71.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64599_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64599/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\n/\n\nIMPRESSION:\n1. STABLE AND UNREMARKABLE CARDIOMEDIASTINAL SILHOUETTE WITH\nBILATERALLY CLEAR LUNGS.\n2. BLUNTING OF THE LEFT COSTOPHRENIC ANGLE, WHICH REPRESENTS A\nSMALL LEFT PLEURAL EFFUSION.\n3. REDEMONSTRATION OF HEALED FRACTURES OF RIGHT POSTERIOR RIBS.\n4. SEVERAL DISCRETE LYTIC FOCI IN THE RIGHT HUMERAL DIAPHYSIS, LIKELY\nRELATED TO KNOWN UNDERLYING HISTORY OF MULTIPLE MYELOMA.",
+    "findings": "/",
+    "impression": "1. STABLE AND UNREMARKABLE CARDIOMEDIASTINAL SILHOUETTE WITH\nBILATERALLY CLEAR LUNGS.\n2. BLUNTING OF THE LEFT COSTOPHRENIC ANGLE, WHICH REPRESENTS A\nSMALL LEFT PLEURAL EFFUSION.\n3. REDEMONSTRATION OF HEALED FRACTURES OF RIGHT POSTERIOR RIBS.\n4. SEVERAL DISCRETE LYTIC FOCI IN THE RIGHT HUMERAL DIAPHYSIS, LIKELY\nRELATED TO KNOWN UNDERLYING HISTORY OF MULTIPLE MYELOMA.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64599",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "1/11/2020.",
+      "age": "69.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64604_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64604/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle frontal view of the chest on 12-18 at 2147\nhours demonstrates interval removal of a right chest tube with\ninterval development of a large, right sided pneumothorax. Stable\npositioning of a left sided chest tube with persistent small, left\nsided pneumothorax. Retrocardiac opacities may represent\natelectasis versus consolidation. The cardiomediastinal silhouette\nis stable.\nFollow up exam on 12/18/2014 demonstrates interval placement of a\nright chest tube with tiny, residual pneumothorax. Otherwise, no\nsignificant interval change.\n\nIMPRESSION:\n1. LARGE, RIGHT SIDED PNEUMOTHORAX WITH MARKED IMPROVEMENT\nFOLLOWING PLACEMENT OF A RIGHT CHEST TUBE.\n2. LEFT CHEST TUBE WITH PERSISTENT, TINY VISUAL PNEUMOTHORAX.",
+    "findings": "Single frontal view of the chest on 12-18 at 2147\nhours demonstrates interval removal of a right chest tube with\ninterval development of a large, right sided pneumothorax. Stable\npositioning of a left sided chest tube with persistent small, left\nsided pneumothorax. Retrocardiac opacities may represent\natelectasis versus consolidation. The cardiomediastinal silhouette\nis stable.\nFollow up exam on 12/18/2014 demonstrates interval placement of a\nright chest tube with tiny, residual pneumothorax. Otherwise, no\nsignificant interval change.",
+    "impression": "1. LARGE, RIGHT SIDED PNEUMOTHORAX WITH MARKED IMPROVEMENT\nFOLLOWING PLACEMENT OF A RIGHT CHEST TUBE.\n2. LEFT CHEST TUBE WITH PERSISTENT, TINY VISUAL PNEUMOTHORAX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64604",
+      "report_date_order": 11,
+      "view_position": "AP",
+      "comparison": "12-18-2014 AT 0847 HOURS",
+      "age": "35.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64732_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64732/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSlight interval decrease in lung volumes. Increased prominence of the \npulmonary vasculature, right lung greater than left, may represent \nasymmetric pulmonary edema versus secondary to decrease in lung \nvolumes. Stable cardiomediastinal silhouette. No focal consolidation. \nNo acute osseous abnormality.\n\nIMPRESSION:\n1. Slight interval decrease in lung volumes. Increased prominence of \nthe pulmonary vasculature, right lung greater than left, may \nrepresent asymmetric pulmonary edema versus secondary to decrease in \nlung volumes. Atypical or viral infection could have a similar \nappearance.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Slight interval decrease in lung volumes. Increased prominence of the \npulmonary vasculature, right lung greater than left, may represent \nasymmetric pulmonary edema versus secondary to decrease in lung \nvolumes. Stable cardiomediastinal silhouette. No focal consolidation. \nNo acute osseous abnormality.",
+    "impression": "1. Slight interval decrease in lung volumes. Increased prominence of \nthe pulmonary vasculature, right lung greater than left, may \nrepresent asymmetric pulmonary edema versus secondary to decrease in \nlung volumes. Atypical or viral infection could have a similar \nappearance.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64732",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "3/21/2020",
+      "age": "49.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64713_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64713/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval placement of a left arm PICC terminating 5.2 cm below the \ncarina. No evidence of pneumothorax. The cardiomediastinal silhouette \nis within normal limits. No evidence of effusions or pulmonary edema.\n\nIMPRESSION:\n1. Left arm PICC terminating 5.2 cm below the carina.\n \n2. Interval resolution of pulmonary edema.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval placement of a left arm PICC terminating 5.2 cm below the \ncarina. No evidence of pneumothorax. The cardiomediastinal silhouette \nis within normal limits. No evidence of effusions or pulmonary edema.",
+    "impression": "1. Left arm PICC terminating 5.2 cm below the carina.\n \n2. Interval resolution of pulmonary edema.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64713",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "CXR 9-11-2014",
+      "age": "76.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64693_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64693/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\n4/2/2018 at 2019: Endotracheal tube terminates 5.2 cm above the \ncarina. Left chest wall port terminates in the left brachiocephalic \nvein. NG/OG tube tip is within the stomach. Cardiomediastinal \nsilhouette is normal in size. Lung volumes are low with bibasilar \nopacities likely reflecting atelectasis or aspiration. \nPneumoperitoneum seen on prior CT not visualized in this study. \n \n4-2-18 at 2125: Right IJ central venous catheter terminates 2.2 cm \nbelow the level the carina. Persistent bibasilar opacities. No \npneumothorax.\n\nIMPRESSION:\n1. Right IJ central venous catheter terminates in the lower SVC. No \npneumothorax.\n \n2. Left chest wall port tip in the left brachiocephalic vein. \n \n3. Previously seen pneumoperitoneum not visualized in this study, but \nmay be due to differences in technique. \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "4/2/2018 at 2019: Endotracheal tube terminates 5.2 cm above the \ncarina. Left chest wall port terminates in the left brachiocephalic \nvein. NG/OG tube tip is within the stomach. Cardiomediastinal \nsilhouette is normal in size. Lung volumes are low with bibasilar \nopacities likely reflecting atelectasis or aspiration. \nPneumoperitoneum seen on prior CT not visualized in this study. \n \n4-2-18 at 2125: Right IJ central venous catheter terminates 2.2 cm \nbelow the level the carina. Persistent bibasilar opacities. No \npneumothorax.",
+    "impression": "1. Right IJ central venous catheter terminates in the lower SVC. No \npneumothorax.\n \n2. Left chest wall port tip in the left brachiocephalic vein. \n \n3. Previously seen pneumoperitoneum not visualized in this study, but \nmay be due to differences in technique. \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64693",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "CT from 4/2/2018.",
+      "age": "67.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64682_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64682/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP semierect view of the chest demonstrates low left lung \nvolume, and a moderate left pleural effusion and associated \natelectasis persists, unchanged. Right lung remains clear. \nPostoperative stabilization of the lower cervical and upper thoracic \nspine are again noted unchanged.\n \nEndotracheal tube has been removed.\n\nIMPRESSION:\n1.PERSISTENT LEFT PLEURAL EFFUSION AND ATELECTASIS AND VOLUME LOSS. \nTHESE ARE UNCHANGED DESPITE EXTUBATION.",
+    "findings": "AP semierect view of the chest demonstrates low left lung \nvolume, and a moderate left pleural effusion and associated \natelectasis persists, unchanged. Right lung remains clear. \nPostoperative stabilization of the lower cervical and upper thoracic \nspine are again noted unchanged.\n \nEndotracheal tube has been removed.",
+    "impression": "1.PERSISTENT LEFT PLEURAL EFFUSION AND ATELECTASIS AND VOLUME LOSS. \nTHESE ARE UNCHANGED DESPITE EXTUBATION.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64682",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "12/14/2008",
+      "age": "62.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64626_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64626/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe trachea is midline. The cardiomediastinal silhouette is within\nnormal limits. The diaphragmatic borders are well visualized.\nThere is no evidence of pneumothorax. There is placement of a\nleft-sided single lead pacemaker. The lungs are clear. New\nosseous volar soft tissue abnormalities.\n\nIMPRESSION:\n1. PLACEMENT OF A LEFT-SIDED SINGLE LEAD AND PACER WITH NO\nEVIDENCE OF PNEUMOTHORAX.\n2. LUNGS CLEAR.",
+    "findings": "The trachea is midline. The cardiomediastinal silhouette is within\nnormal limits. The diaphragmatic borders are well visualized.\nThere is no evidence of pneumothorax. There is placement of a\nleft-sided single lead pacemaker. The lungs are clear. New\nosseous volar soft tissue abnormalities.",
+    "impression": "1. PLACEMENT OF A LEFT-SIDED SINGLE LEAD AND PACER WITH NO\nEVIDENCE OF PNEUMOTHORAX.\n2. LUNGS CLEAR.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64626",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "STUDY:\nNone.",
+      "age": "74.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64565_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64565/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle portable AP upright view of the chest with a \nlordotic projection demonstrates a cardiac silhouette that is mildly \nenlarged. There is minimal tortuosity of the thoracic aorta. \nAtherosclerotic calcification of the aortic knob is present. The \nbilateral hila are within normal limits. The bilateral lung fields \nare clear, without evidence of frank consolidation. No pneumothorax \nor pleural effusion is seen. The visualized osseous structures \nreveal no acute abnormalities.\n\nIMPRESSION:\n1. MILD CARDIOMEGALY. \n \n 2. NO FRANK CONSOLIDATION OR EVIDENCE OF FURTHER ACUTE PULMONARY \nABNORMALITIES.",
+    "findings": "Single portable AP upright view of the chest with a \nlordotic projection demonstrates a cardiac silhouette that is mildly \nenlarged. There is minimal tortuosity of the thoracic aorta. \nAtherosclerotic calcification of the aortic knob is present. The \nbilateral hila are within normal limits. The bilateral lung fields \nare clear, without evidence of frank consolidation. No pneumothorax \nor pleural effusion is seen. The visualized osseous structures \nreveal no acute abnormalities.",
+    "impression": "1. MILD CARDIOMEGALY. \n \n 2. NO FRANK CONSOLIDATION OR EVIDENCE OF FURTHER ACUTE PULMONARY \nABNORMALITIES.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64565",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "88.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64634_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64634/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval placement of left PICC line, which terminates at the \ncavoatrial junction. Unchanged right IJ, NG/OG tube.\n \nSuboptimal study due to persistent marked rotation of the patient. \nPersistent left basilar opacity again seen elevation of the left \nhemidiaphragm. Low lung volumes. No visualized in the thorax.\n\nIMPRESSION:\n1. Interval placement of left PICC line, which terminates at the \ncavoatrial junction. No visualized pneumothorax.\n \n2. No other significant interval change.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval placement of left PICC line, which terminates at the \ncavoatrial junction. Unchanged right IJ, NG/OG tube.\n \nSuboptimal study due to persistent marked rotation of the patient. \nPersistent left basilar opacity again seen elevation of the left \nhemidiaphragm. Low lung volumes. No visualized in the thorax.",
+    "impression": "1. Interval placement of left PICC line, which terminates at the \ncavoatrial junction. No visualized pneumothorax.\n \n2. No other significant interval change.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64634",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "Chest x-ray 9-15-2004",
+      "age": "39.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64670_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64670/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThere has been a midline thoracotomy. ET tube is present \n4 cm above the carina. Two right IJ lines have their TIPS in the \nregion of the SVC. There is a midline chest tube and a left chest \ntube. There is a nasogastric tube present. The cardiac silhouette \nis within normal limits. There is some retrocardiac opacity \nsilhouetting the descending aorta and medial hemidiaphragm. The \npulmonary vascularity is normal. No other focal pulmonary \nparenchymal abnormalities are identified.\n\nIMPRESSION:\n1. STATUS POST MIDLINE THORACOTOMY WITH MULTIPLE TUBES AND LINES AS \nDESCRIBED. \n \n 2. NEW LEFT BASILAR AIR-SPACE CONSOLIDATION.",
+    "findings": "There has been a midline thoracotomy. ET tube is present \n4 cm above the carina. Two right IJ lines have their TIPS in the \nregion of the SVC. There is a midline chest tube and a left chest \ntube. There is a nasogastric tube present. The cardiac silhouette \nis within normal limits. There is some retrocardiac opacity \nsilhouetting the descending aorta and medial hemidiaphragm. The \npulmonary vascularity is normal. No other focal pulmonary \nparenchymal abnormalities are identified.",
+    "impression": "1. STATUS POST MIDLINE THORACOTOMY WITH MULTIPLE TUBES AND LINES AS \nDESCRIBED. \n \n 2. NEW LEFT BASILAR AIR-SPACE CONSOLIDATION.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64670",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "Comparison is made with the previous film from October 30th \nat 1416.",
+      "age": "73.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64633_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64633/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThere is no change in the right-sided central venous catheter. An NG \ntube is present. There is no change in the enlargement of the cardiac \nsilhouette. There are bilateral bibasilar opacities compatible with \neffusions and/or atelectasis that has increased on the right. There \nis diffuse bronchovascular marking prominence is also present \ncompatible with edema or infection.\n\nIMPRESSION:\n1. Increase in right pleural effusion and otherwise no change in \nbibasilar opacities compatible with consolidation and/or atelectasis.",
+    "findings": "There is no change in the right-sided central venous catheter. An NG \ntube is present. There is no change in the enlargement of the cardiac \nsilhouette. There are bilateral bibasilar opacities compatible with \neffusions and/or atelectasis that has increased on the right. There \nis diffuse bronchovascular marking prominence is also present \ncompatible with edema or infection.",
+    "impression": "1. Increase in right pleural effusion and otherwise no change in \nbibasilar opacities compatible with consolidation and/or atelectasis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64633",
+      "report_date_order": 4,
+      "view_position": "AP",
+      "comparison": "12-24-01",
+      "age": "61.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64607_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64607/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP erect chest radiograph demonstrates interval left sided \nthoracotomy, with an osteotomy through the left posterior sixth rib \nand suture material in the left suprahilar region. A left apical \nchest drain is seen in place, with a tiny pneumothorax along the left \nlateral chest wall peripherally, as well as subcutaneous emphysema. \nThe previously noted bulla at the left base is not seen on the \ncurrent radiograph, but this may be positional. The left lung \notherwise appears clear. Moderate atelectasis is seen at the right \nbase, which otherwise appears clear.\n \nModerate osteophytosis in the thoracic spine. Visualized osseous \nstructures otherwise unremarkable.\n\nIMPRESSION:\n1. Interval left-sided thoracotomy and left upper lobectomy, with a \ntiny pneumothorax along the left lateral chest wall.\n \n2. Moderate atelectasis at the right base.",
+    "findings": "AP erect chest radiograph demonstrates interval left sided \nthoracotomy, with an osteotomy through the left posterior sixth rib \nand suture material in the left suprahilar region. A left apical \nchest drain is seen in place, with a tiny pneumothorax along the left \nlateral chest wall peripherally, as well as subcutaneous emphysema. \nThe previously noted bulla at the left base is not seen on the \ncurrent radiograph, but this may be positional. The left lung \notherwise appears clear. Moderate atelectasis is seen at the right \nbase, which otherwise appears clear.\n \nModerate osteophytosis in the thoracic spine. Visualized osseous \nstructures otherwise unremarkable.",
+    "impression": "1. Interval left-sided thoracotomy and left upper lobectomy, with a \ntiny pneumothorax along the left lateral chest wall.\n \n2. Moderate atelectasis at the right base.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64607",
+      "report_date_order": 4,
+      "view_position": "AP",
+      "comparison": "11/23/2012",
+      "age": "57.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64637_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64637/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nStable cholecystectomy clips. Interval placement of epidural catheter \nand left chest tube after resection of left upper lung zone nodule. \nNo pneumothorax. No pleural effusions. Lung fields clear. Heart size \nnormal.\n\nIMPRESSION:\n1. Post surgical changes with left-sided chest tube with no \npneumothorax.\n \n \n \nPhysician to Physician Radiology Consult Line: (720) 395-9359\nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Stable cholecystectomy clips. Interval placement of epidural catheter \nand left chest tube after resection of left upper lung zone nodule. \nNo pneumothorax. No pleural effusions. Lung fields clear. Heart size \nnormal.",
+    "impression": "1. Post surgical changes with left-sided chest tube with no \npneumothorax.\n \n \n \nPhysician to Physician Radiology Consult Line: (720) 395-9359\nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64637",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "7-5",
+      "age": "60.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64569_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64569/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nChest x-ray 4-5-11 at 455: Removal NG tube; right chest tube \nremains in place. No pneumothorax identified. Persistent bibasilar \nparenchymal opacities, left greater than right with associated small, \nleft pleural effusion.\n \nChest x-ray 4-2011 at 1020: Interval removal of right chest tube; \nsmall right apical pneumothorax seen with this report displaced 1 cm \nfrom chest wall. No mediastinal shift. Minimal improved aeration of \nleft base.\n\nIMPRESSION:\n1. Small right pneumothorax post chest tube removal.\n \n2. Improved aeration of left lower lobe.\n \n \n \n\"Physician to Physician Radiology Consult Line: (499) 908-2178\"",
+    "findings": "Chest x-ray 4-5-11 at 455: Removal NG tube; right chest tube \nremains in place. No pneumothorax identified. Persistent bibasilar \nparenchymal opacities, left greater than right with associated small, \nleft pleural effusion.\n \nChest x-ray 4-2011 at 1020: Interval removal of right chest tube; \nsmall right apical pneumothorax seen with this report displaced 1 cm \nfrom chest wall. No mediastinal shift. Minimal improved aeration of \nleft base.",
+    "impression": "1. Small right pneumothorax post chest tube removal.\n \n2. Improved aeration of left lower lobe.\n \n \n \n\"Physician to Physician Radiology Consult Line: (499) 908-2178\"",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64569",
+      "report_date_order": 9,
+      "view_position": "AP",
+      "comparison": "4-5-2011, 4-5-2011",
+      "age": "67.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64613_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64613/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSmall right pleural effusion has diminished. Prior loculated small \npneumothorax at the right lung base has cleared.\nPost thoracotomy findings appear stable. The heart and vessels are \nunremarkable. Right humerus hardware again noted.\n\nIMPRESSION:\n1. Decreased fluid and resolved small pneumothorax at the right lung \nbase.",
+    "findings": "Small right pleural effusion has diminished. Prior loculated small \npneumothorax at the right lung base has cleared.\nPost thoracotomy findings appear stable. The heart and vessels are \nunremarkable. Right humerus hardware again noted.",
+    "impression": "1. Decreased fluid and resolved small pneumothorax at the right lung \nbase.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64613",
+      "report_date_order": 11,
+      "view_position": "PA",
+      "comparison": "11-2002 and prior",
+      "age": "30.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64580_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64580/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle frontal view of the chest demonstrates interval\nincrease in pulmonary edema with bilateral pleural effusions and\nbibasilar atelectasis versus consolidation. Cardiomediastinal\nsilhouette is unchanged and significant for vascular calcification\nand cardiomegaly. Osseous structures are unchanged.\n\nIMPRESSION:\nCHANGES OF CONGESTIVE HEART FAILURE AS DESCRIBED.",
+    "findings": "Single frontal view of the chest demonstrates interval\nincrease in pulmonary edema with bilateral pleural effusions and\nbibasilar atelectasis versus consolidation. Cardiomediastinal\nsilhouette is unchanged and significant for vascular calcification\nand cardiomegaly. Osseous structures are unchanged.",
+    "impression": "CHANGES OF CONGESTIVE HEART FAILURE AS DESCRIBED.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64580",
+      "report_date_order": 9,
+      "view_position": "AP",
+      "comparison": "3-9-2006",
+      "age": "84.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64583_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64583/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nConsolidation collapse of the right upper lobe is present\nassociated with left to right shift of the left upper lobe across\nthe anterior potential space. An oval slightly calcific opacity is\npresent in the right mid lung. This may represent a pleural based\ndensity. There is thickening of the minor fissure. Mild\ncardiomegaly is present. The pulmonary vascularity is slightly\nprominent in the upper lobes. Degenerative changes of the osseous\nstructures are noted.\n\nIMPRESSION:\n1. RIGHT UPPER LOBE PARTIAL CONSOLIDATION COLLAPSE POSSIBLY ACUTE\nPROCESS HOWEVER THE FINDINGS APPEAR CHRONIC. EARLIER STUDIES ARE\nNOT AVAILABLE.",
+    "findings": "Consolidation collapse of the right upper lobe is present\nassociated with left to right shift of the left upper lobe across\nthe anterior potential space. An oval slightly calcific opacity is\npresent in the right mid lung. This may represent a pleural based\ndensity. There is thickening of the minor fissure. Mild\ncardiomegaly is present. The pulmonary vascularity is slightly\nprominent in the upper lobes. Degenerative changes of the osseous\nstructures are noted.",
+    "impression": "1. RIGHT UPPER LOBE PARTIAL CONSOLIDATION COLLAPSE POSSIBLY ACUTE\nPROCESS HOWEVER THE FINDINGS APPEAR CHRONIC. EARLIER STUDIES ARE\nNOT AVAILABLE.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64583",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "",
+      "age": "79.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64623_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64623/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.\n\nIMPRESSION:\n1. Stable opacification of the left base, with small pleural effusion.",
+    "findings": "AP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.",
+    "impression": "1. Stable opacification of the left base, with small pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64623",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "1/18/2001",
+      "age": "74.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64544_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64544/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nA single portable AP chest radiograph, dated 11/13/2016 \ndemonstrates midline appearance of the trachea. The cardiomediastinal \nsilhouette is unremarkable. There is a small focal left basilar \nopacity. Elsewhere, the lungs appear clear. No pleural or bony \nabnormalities are identified.\n\nIMPRESSION:\nfocal left basilar opacity, which may be consistent with atelectasis \nor early consolidation.",
+    "findings": "A single portable AP chest radiograph, dated 11/13/2016 \ndemonstrates midline appearance of the trachea. The cardiomediastinal \nsilhouette is unremarkable. There is a small focal left basilar \nopacity. Elsewhere, the lungs appear clear. No pleural or bony \nabnormalities are identified.",
+    "impression": "focal left basilar opacity, which may be consistent with atelectasis \nor early consolidation.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64544",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "42.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64606_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64606/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle lead cardiac pacer with a residual small left pleural effusion.\n\nIMPRESSION:\n1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Single lead cardiac pacer with a residual small left pleural effusion.",
+    "impression": "1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64606",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "8/1/2019",
+      "age": "85.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64575_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64575/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe trachea is midline. The cardiomediastinal silhouette is within \nnormal limits.\n \nThe pulmonary vasculature is well-defined without evidence of \npulmonary edema.\n \nThe lungs are hyperinflated with associated flattening of the \nhemidiaphragms and lucency within the lung apices compatible with \nemphysema. There is mild biapical pleural parenchymal scarring. No \nfocal consolidation. There is a 7-mm nodule which projects over the \nposterior left 10th rib with a possible correlate on the lateral view.\n \nThere is blunting of the left costophrenic angle suggestive of a \nsmall effusion or pleural thickening.\n \nThe visualized osseous structures are mildly osteopenic. \nDegenerative changes are noted involving the thoracic spine.\n\nIMPRESSION:\n1.NO ACUTE CARDIOPULMONARY PROCESS.\n \n2.MODERATE EMPHYSEMATOUS CHANGES.\n \n3.7-MM NODULE PROJECTING OVER THE LEFT LUNG BASE. RECOMMEND \nCOMPARISON WITH OUTSIDE PRIOR EXAMS TO ESTABLISH TWO YEARS OF \nSTABILITY, OR A CT OF THE THORAX FOR FURTHER EVALUATION.\n \n4.IN BLUNTING OF THE LEFT COSTOPHRENIC ANGLE SUGGESTIVE OF A SMALL \nLEFT PLEURAL EFFUSION OR THICKENING.",
+    "findings": "The trachea is midline. The cardiomediastinal silhouette is within \nnormal limits.\n \nThe pulmonary vasculature is well-defined without evidence of \npulmonary edema.\n \nThe lungs are hyperinflated with associated flattening of the \nhemidiaphragms and lucency within the lung apices compatible with \nemphysema. There is mild biapical pleural parenchymal scarring. No \nfocal consolidation. There is a 7-mm nodule which projects over the \nposterior left 10th rib with a possible correlate on the lateral view.\n \nThere is blunting of the left costophrenic angle suggestive of a \nsmall effusion or pleural thickening.\n \nThe visualized osseous structures are mildly osteopenic. \nDegenerative changes are noted involving the thoracic spine.",
+    "impression": "1.NO ACUTE CARDIOPULMONARY PROCESS.\n \n2.MODERATE EMPHYSEMATOUS CHANGES.\n \n3.7-MM NODULE PROJECTING OVER THE LEFT LUNG BASE. RECOMMEND \nCOMPARISON WITH OUTSIDE PRIOR EXAMS TO ESTABLISH TWO YEARS OF \nSTABILITY, OR A CT OF THE THORAX FOR FURTHER EVALUATION.\n \n4.IN BLUNTING OF THE LEFT COSTOPHRENIC ANGLE SUGGESTIVE OF A SMALL \nLEFT PLEURAL EFFUSION OR THICKENING.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64575",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "No prior.",
+      "age": "80.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64578_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64578/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe lungs are underinflated. The visualized lungs are otherwise \nclear. There is no pneumothorax visualized. The cardiomediastinal \nsilhouette and pulmonary vasculature are unremarkable. There is a \ntwo-lead pacer device overlying the right hemithorax, with leads in \nthe right atrium and right ventricle. The visualized osseous \nstructures are unremarkable.\n\nIMPRESSION:\nSATISFACTORY PORTABLE CHEST RADIOGRAPH, WITHOUT EVIDENCE OF \nPNEUMOTHORAX.",
+    "findings": "The lungs are underinflated. The visualized lungs are otherwise \nclear. There is no pneumothorax visualized. The cardiomediastinal \nsilhouette and pulmonary vasculature are unremarkable. There is a \ntwo-lead pacer device overlying the right hemithorax, with leads in \nthe right atrium and right ventricle. The visualized osseous \nstructures are unremarkable.",
+    "impression": "SATISFACTORY PORTABLE CHEST RADIOGRAPH, WITHOUT EVIDENCE OF \nPNEUMOTHORAX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64578",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "65.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64617_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64617/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThere is straightening of the left heart border with mild splaying\nof the carina. The cardiac silhouette is mildly enlarged. The\npulmonary vessels are unremarkable. No pneumothorax. No focal\nconsolidation or atelectasis.\n\nIMPRESSION:\n1. CARDIOMEGALY.\n2. FINDINGS ARE CONSISTENT WITH LEFT ATRIAL ENLARGEMENT.\n3. THERE IS NO EVIDENCE FOR EDEMA.",
+    "findings": "There is straightening of the left heart border with mild splaying\nof the carina. The cardiac silhouette is mildly enlarged. The\npulmonary vessels are unremarkable. No pneumothorax. No focal\nconsolidation or atelectasis.",
+    "impression": "1. CARDIOMEGALY.\n2. FINDINGS ARE CONSISTENT WITH LEFT ATRIAL ENLARGEMENT.\n3. THERE IS NO EVIDENCE FOR EDEMA.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64617",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "None.",
+      "age": "56.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_30/iu_xray_30.json

@@ -0,0 +1,512 @@
+[
+  {
+    "study_id": "iu_CXR3340_IM-1601",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3340_IM-1601-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe cardiomediastinal silhouette is normal in size and contour. Atherosclerosis of the aortic XXXX. Minimal XXXX densities, left lung base. Hyperexpanded lungs. No focal consolidation, pneumothorax or large pleural effusion. Negative for acute bone abnormality.\n\nIMPRESSION:\nChronic lung changes without acute abnormality.",
+    "findings": "The cardiomediastinal silhouette is normal in size and contour. Atherosclerosis of the aortic XXXX. Minimal XXXX densities, left lung base. Hyperexpanded lungs. No focal consolidation, pneumothorax or large pleural effusion. Negative for acute bone abnormality.",
+    "impression": "Chronic lung changes without acute abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3340_IM-1601",
+      "comparison": "XXXX, XXXX.",
+      "indication": "Indication: XXXX-year-old female. Altered mental status. Comparison: XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1410_IM-0260",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1410_IM-0260-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart size is normal. The mediastinal contour is within normal limits. The lungs are free of any focal infiltrates. There are no nodules or masses. No visible pneumothorax. No visible pleural fluid. The XXXX are grossly normal. There is no visible free intraperitoneal air under the diaphragm.\n\nIMPRESSION:\n1. No acute radiographic cardiopulmonary process.",
+    "findings": "The heart size is normal. The mediastinal contour is within normal limits. The lungs are free of any focal infiltrates. There are no nodules or masses. No visible pneumothorax. No visible pleural fluid. The XXXX are grossly normal. There is no visible free intraperitoneal air under the diaphragm.",
+    "impression": "1. No acute radiographic cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1410_IM-0260",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old female with history of XXXX. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1460_IM-0298",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1460_IM-0298-1001.dcm.png",
+    "report_gt": "FINDINGS:\nCardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact.\n\nIMPRESSION:\nNegative chest x-XXXX.",
+    "findings": "Cardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact.",
+    "impression": "Negative chest x-XXXX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1460_IM-0298",
+      "comparison": "None.",
+      "indication": "Indication: XXXX. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR290_IM-1303",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/290_IM-1303-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear. There are multiple surgical XXXX seen near the apical regions and lower cervical region bilaterally. The heart and mediastinum are normal. There is a screw in the right shoulder. The soft tissues are normal.\n\nIMPRESSION:\n1. No active disease. 2. There are numerous small surgical clips seen overlying the upper thorax bilaterally and the lower cervical region of uncertain significance.",
+    "findings": "The lungs are clear. There are multiple surgical XXXX seen near the apical regions and lower cervical region bilaterally. The heart and mediastinum are normal. There is a screw in the right shoulder. The soft tissues are normal.",
+    "impression": "1. No active disease. 2. There are numerous small surgical clips seen overlying the upper thorax bilaterally and the lower cervical region of uncertain significance.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR290_IM-1303",
+      "comparison": "",
+      "indication": "Indication: Occasional chest pain and shortness of breath. Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR379_IM-1903",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/379_IM-1903-4004.dcm.png",
+    "report_gt": "FINDINGS:\nThere has been interval placement of a dual-lumen dialysis catheter with the distal tip projected over the right atrium. Moderate cardiomegaly is identified. There is mild calcification of the transverse XXXX. XXXX airspace opacities are identified with bilateral pleural effusions.\n\nIMPRESSION:\n1. Interval placement of a dual-lumen dialysis catheter with the distal tip projected over the right atrium. 2. Bibasilar airspace opacities and bilateral pleural effusions.",
+    "findings": "There has been interval placement of a dual-lumen dialysis catheter with the distal tip projected over the right atrium. Moderate cardiomegaly is identified. There is mild calcification of the transverse XXXX. XXXX airspace opacities are identified with bilateral pleural effusions.",
+    "impression": "1. Interval placement of a dual-lumen dialysis catheter with the distal tip projected over the right atrium. 2. Bibasilar airspace opacities and bilateral pleural effusions.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR379_IM-1903",
+      "comparison": "AP and lateral chest XXXX.",
+      "indication": "Indication: XXXX year old dialysis catheter placement. Comparison: AP and lateral chest XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1319_IM-0205",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1319_IM-0205-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart size and pulmonary vascularity appear within normal limits. The lungs are free of focal airspace disease. No pleural effusion or pneumothorax is seen.\n\nIMPRESSION:\nNo evidence of active disease.",
+    "findings": "The heart size and pulmonary vascularity appear within normal limits. The lungs are free of focal airspace disease. No pleural effusion or pneumothorax is seen.",
+    "impression": "No evidence of active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1319_IM-0205",
+      "comparison": "None",
+      "indication": "Indication: Transplant, XXXX evaluation Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3522_IM-1720",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3522_IM-1720-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are clear. There is no pneumothorax or pleural effusion. The heart and mediastinum are within normal limits. Bony structures are intact.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+    "findings": "Lungs are clear. There is no pneumothorax or pleural effusion. The heart and mediastinum are within normal limits. Bony structures are intact.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3522_IM-1720",
+      "comparison": "XXXX",
+      "indication": "Indication: Dyspnea. Comparison: XXXX"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3981_IM-2039",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3981_IM-2039-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear. There is no pleural effusion or pneumothorax. The heart and mediastinum are normal. The skeletal structures are normal.\n\nIMPRESSION:\nNo acute pulmonary disease.",
+    "findings": "The lungs are clear. There is no pleural effusion or pneumothorax. The heart and mediastinum are normal. The skeletal structures are normal.",
+    "impression": "No acute pulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3981_IM-2039",
+      "comparison": "None",
+      "indication": "Indication: XXXX vehicle accident with left shoulder pain. Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3112_IM-1461",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3112_IM-1461-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart is normal in size. The mediastinum is unremarkable. The lungs are clear.\n\nIMPRESSION:\nNo acute disease.",
+    "findings": "The heart is normal in size. The mediastinum is unremarkable. The lungs are clear.",
+    "impression": "No acute disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3112_IM-1461",
+      "comparison": "",
+      "indication": "Indication: test ca; r/o XXXX XXXX Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1188_IM-0127",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1188_IM-0127-1001.dcm.png",
+    "report_gt": "FINDINGS:\nBoth lungs are clear and expanded. Heart and mediastinum normal.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "Both lungs are clear and expanded. Heart and mediastinum normal.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1188_IM-0127",
+      "comparison": "None.",
+      "indication": "Indication: chest pain Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3784_IM-1898",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3784_IM-1898-2001.dcm.png",
+    "report_gt": "FINDINGS:\nAP view was obtained due to patient condition. Low volume lungs. No focal lung consolidation. The heart is not enlarged. No pleural effusion.\n\nIMPRESSION:\nNo acute abnormality.",
+    "findings": "AP view was obtained due to patient condition. Low volume lungs. No focal lung consolidation. The heart is not enlarged. No pleural effusion.",
+    "impression": "No acute abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3784_IM-1898",
+      "comparison": "None",
+      "indication": "Indication: -- XXXX Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR771_IM-2316",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/771_IM-2316-2001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size and pulmonary vascularity within normal limits. No focal infiltrate, pneumothorax or pleural effusion identified.\n\nIMPRESSION:\nNo acute cardiopulmonary disease.",
+    "findings": "Heart size and pulmonary vascularity within normal limits. No focal infiltrate, pneumothorax or pleural effusion identified.",
+    "impression": "No acute cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR771_IM-2316",
+      "comparison": "XXXX",
+      "indication": "Indication: Chest pain Comparison: XXXX"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR2446_IM-0982",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/2446_IM-0982-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart and lungs have XXXX XXXX in the interval. Both lungs are clear and expanded. The aorta is tortuous, but the heart and mediastinum otherwise normal.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "The heart and lungs have XXXX XXXX in the interval. Both lungs are clear and expanded. The aorta is tortuous, but the heart and mediastinum otherwise normal.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR2446_IM-0982",
+      "comparison": "None",
+      "indication": "Indication: Chest pain. Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR107_IM-0049",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/107_IM-0049-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality.",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR107_IM-0049",
+      "comparison": "Two-view chest radiograph dated XXXX, XXXX.",
+      "indication": "Indication: XXXX-year-old woman with chest pain. Comparison: Two-view chest radiograph dated XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR106_IM-0042",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/106_IM-0042-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces.\n\nIMPRESSION:\nNo acute cardiopulmonary process. If there is concern for soft tissue bone or bony abnormality of the thorax, XXXX.",
+    "findings": "Heart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces.",
+    "impression": "No acute cardiopulmonary process. If there is concern for soft tissue bone or bony abnormality of the thorax, XXXX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR106_IM-0042",
+      "comparison": "None.",
+      "indication": "Indication: XXXX, XXXX on anterior midline chest for one knee are Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR2797_IM-1229",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/2797_IM-1229-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe trachea is midline. The cardiomediastinal silhouette is normal. The lungs are clear, without evidence of acute infiltrate or effusion. There is no pneumothorax. Visualized bony structures reveal no acute abnormalities.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormalities. .",
+    "findings": "The trachea is midline. The cardiomediastinal silhouette is normal. The lungs are clear, without evidence of acute infiltrate or effusion. There is no pneumothorax. Visualized bony structures reveal no acute abnormalities.",
+    "impression": "No acute cardiopulmonary abnormalities. .",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR2797_IM-1229",
+      "comparison": "None available.",
+      "indication": "Indication: The patient is a XXXX-year-old XXXX with chest pain and shortness of breath for one XXXX. Comparison: None available."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1094_IM-0065",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1094_IM-0065-1001.dcm.png",
+    "report_gt": "FINDINGS:\nNo acute osseous abnormality. The soft tissues are within normal limits. Normal appearing cardiomediastinal silhouette and hilar contours. Left lower lobe XXXX density XXXX representing atelectasis. No focal area of consolidation, pleural effusion, pneumothorax.\n\nIMPRESSION:\nNo focal lung consolidation.",
+    "findings": "No acute osseous abnormality. The soft tissues are within normal limits. Normal appearing cardiomediastinal silhouette and hilar contours. Left lower lobe XXXX density XXXX representing atelectasis. No focal area of consolidation, pleural effusion, pneumothorax.",
+    "impression": "No focal lung consolidation.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1094_IM-0065",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old XXXX with dyspnea. History of cystic fibrosis. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3321_IM-1588",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3321_IM-1588-1001.dcm.png",
+    "report_gt": "FINDINGS:\nXXXX XXXX and lateral chest examination was obtained. The heart silhouette is normal in size and contour. Aortic XXXX appear unremarkable. Lungs demonstrate no acute findings. There is no effusion or pneumothorax.\n\nIMPRESSION:\n1. No acute pulmonary disease.",
+    "findings": "XXXX XXXX and lateral chest examination was obtained. The heart silhouette is normal in size and contour. Aortic XXXX appear unremarkable. Lungs demonstrate no acute findings. There is no effusion or pneumothorax.",
+    "impression": "1. No acute pulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3321_IM-1588",
+      "comparison": "none",
+      "indication": "Indication: SYNCOPE Comparison: none"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3964_IM-2028",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3964_IM-2028-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart is normal in size. The mediastinum is unremarkable. The lungs are hyperinflated compatible with emphysema. There is biapical scarring. No acute infiltrate is seen.\n\nIMPRESSION:\nEmphysema without acute disease.",
+    "findings": "The heart is normal in size. The mediastinum is unremarkable. The lungs are hyperinflated compatible with emphysema. There is biapical scarring. No acute infiltrate is seen.",
+    "impression": "Emphysema without acute disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3964_IM-2028",
+      "comparison": "None",
+      "indication": "Indication: 60XXXX XXXX with XXXX and XXXX loss Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1277_IM-0185",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1277_IM-0185-1001.dcm.png",
+    "report_gt": "FINDINGS:\nPA and lateral views the chest were obtained. The cardiomediastinal silhouette is normal in size and configuration. The lungs are well aerated. No pneumothorax, pleural effusion, or lobar air space consolidation. XXXX right middle lobe collapse appears less distinct than on prior study.\n\nIMPRESSION:\nNo acute cardiopulmonary disease.",
+    "findings": "PA and lateral views the chest were obtained. The cardiomediastinal silhouette is normal in size and configuration. The lungs are well aerated. No pneumothorax, pleural effusion, or lobar air space consolidation. XXXX right middle lobe collapse appears less distinct than on prior study.",
+    "impression": "No acute cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1277_IM-0185",
+      "comparison": "XXXX",
+      "indication": "Indication: Palpitation Comparison: XXXX"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3063_IM-1428",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3063_IM-1428-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are clear bilaterally. Cardiac and mediastinal silhouettes are normal. Pulmonary vasculature is normal. No pneumothorax or pleural effusion. No acute bony abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality.",
+    "findings": "Lungs are clear bilaterally. Cardiac and mediastinal silhouettes are normal. Pulmonary vasculature is normal. No pneumothorax or pleural effusion. No acute bony abnormality.",
+    "impression": "No acute cardiopulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3063_IM-1428",
+      "comparison": "No comparisons are available",
+      "indication": "Indication: Chest pain Comparison: No comparisons are available"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1919_IM-0598",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1919_IM-0598-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHyperexpansion of the lungs with hyperlucency and flattening of hemidiaphragms suggestive of chronic emphysematous lung disease. Heart size within normal limits. Bibasilar, right greater than left atelectasis/airspace disease noted. No pneumothorax or large pleural effusion. No acute bony abnormality.\n\nIMPRESSION:\nChronic emphysematous lung disease with mild bibasilar, right greater than left airspace disease/atelectasis.",
+    "findings": "Hyperexpansion of the lungs with hyperlucency and flattening of hemidiaphragms suggestive of chronic emphysematous lung disease. Heart size within normal limits. Bibasilar, right greater than left atelectasis/airspace disease noted. No pneumothorax or large pleural effusion. No acute bony abnormality.",
+    "impression": "Chronic emphysematous lung disease with mild bibasilar, right greater than left airspace disease/atelectasis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1919_IM-0598",
+      "comparison": "Two-view chest radiograph dated XXXX, XXXX.",
+      "indication": "Indication: XXXX-year-old male shortness of breath. Comparison: Two-view chest radiograph dated XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR628_IM-2208",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/628_IM-2208-4001.dcm.png",
+    "report_gt": "FINDINGS:\nFrontal and lateral views of the chest with overlying external cardiac monitor leads show an unchanged cardiomediastinal silhouette. Cardiac silhouette at the upper limits of normal in size. Tortuous ectatic aorta. The aortic XXXX is near 5 cm in diameter. There is a retrocardiac left paraspinal bulge concerning for a descending thoracic aortic aneurysm. There is biapical scarring. No XXXX focal airspace consolidation or pleural effusion. XXXX spine spondylitic changes.\n\nIMPRESSION:\n1. Stable aneurysmal enlargement of the XXXX and descending aorta. Chest CTA could be obtained as a XXXX. 2. Borderline heart size. 3. No acute pulmonary disease process.",
+    "findings": "Frontal and lateral views of the chest with overlying external cardiac monitor leads show an unchanged cardiomediastinal silhouette. Cardiac silhouette at the upper limits of normal in size. Tortuous ectatic aorta. The aortic XXXX is near 5 cm in diameter. There is a retrocardiac left paraspinal bulge concerning for a descending thoracic aortic aneurysm. There is biapical scarring. No XXXX focal airspace consolidation or pleural effusion. XXXX spine spondylitic changes.",
+    "impression": "1. Stable aneurysmal enlargement of the XXXX and descending aorta. Chest CTA could be obtained as a XXXX. 2. Borderline heart size. 3. No acute pulmonary disease process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR628_IM-2208",
+      "comparison": "XXXX, XXXX.",
+      "indication": "Indication: Shortness of breath with XXXX for 4 days. History of COPD. Comparison: XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3446_IM-1669",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3446_IM-1669-1001.dcm.png",
+    "report_gt": "FINDINGS:\nCardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact.\n\nIMPRESSION:\nNegative chest x-XXXX.",
+    "findings": "Cardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact.",
+    "impression": "Negative chest x-XXXX.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3446_IM-1669",
+      "comparison": "None.",
+      "indication": "Indication: Nightsweats for 3 months Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3883_IM-1971",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3883_IM-1971-1001.dcm.png",
+    "report_gt": "FINDINGS:\nNo pneumothorax, pleural effusion or airspace consolidation. Heart size and pulmonary vasculature appear within normal limits. XXXX XXXX are intact.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality.",
+    "findings": "No pneumothorax, pleural effusion or airspace consolidation. Heart size and pulmonary vasculature appear within normal limits. XXXX XXXX are intact.",
+    "impression": "No acute cardiopulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3883_IM-1971",
+      "comparison": "None.",
+      "indication": "Indication: The patient is a XXXX-year-old female with left-sided chest pain. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR497_IM-2114",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/497_IM-2114-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.\n\nIMPRESSION:\nNormal chest.",
+    "findings": "Heart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.",
+    "impression": "Normal chest.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR497_IM-2114",
+      "comparison": "",
+      "indication": "Indication: chest pain history of Hodgkin's disease Comparison: None"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1796_IM-0517",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1796_IM-0517-1002.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality..",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality..",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1796_IM-0517",
+      "comparison": "Two-view chest dated XXXX, XXXX.",
+      "indication": "Indication: XXXX-year-old female with history of right cervical lymphadenopathy.. Comparison: Two-view chest dated XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR2061_IM-0698",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/2061_IM-0698-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe heart and mediastinum are unremarkable. The lungs are clear without infiltrate. There is no effusion or pneumothorax.\n\nIMPRESSION:\n1. No acute cardiopulmonary disease.",
+    "findings": "The heart and mediastinum are unremarkable. The lungs are clear without infiltrate. There is no effusion or pneumothorax.",
+    "impression": "1. No acute cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR2061_IM-0698",
+      "comparison": "CT of the chest with contrast XXXX.",
+      "indication": "Indication: XXXX-year-old with chest pain. Comparison: CT of the chest with contrast XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1133_IM-0090",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1133_IM-0090-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.\n\nIMPRESSION:\nFindings of COPD with no acute changes.",
+    "findings": "Lungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.",
+    "impression": "Findings of COPD with no acute changes.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1133_IM-0090",
+      "comparison": "XXXX XXXX, XXXX.",
+      "indication": "Indication: recurrent XXXX Comparison: XXXX XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3220_IM-1522",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3220_IM-1522-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are clear. There is no pneumothorax or pleural effusion. The heart and mediastinum are within normal limits. Bony structures are intact.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+    "findings": "Lungs are clear. There is no pneumothorax or pleural effusion. The heart and mediastinum are within normal limits. Bony structures are intact.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3220_IM-1522",
+      "comparison": "XXXX",
+      "indication": "Indication: Chest pain. Comparison: XXXX"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_30/rexgradient_30.json

@@ -0,0 +1,698 @@
+[
+  {
+    "study_id": "rexgrad_pGRDN00E7AJHS0528_aGRDNNPU5V6HT4KSR_s1.2.826.0.1.3680043.8.498.28984253437156041973527981143742864203",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN00E7AJHS0528/GRDNNPU5V6HT4KSR/studies/1.2.826.0.1.3680043.8.498.28984253437156041973527981143742864203/series/1.2.826.0.1.3680043.8.498.54056081255657396541293920538930763269/instances/1.2.826.0.1.3680043.8.498.43802380382741666942234013137288903286.png",
+    "report_gt": "FINDINGS:\nCardiomediastinal silhouette is normal. The lungs are clear. The vascularity is normal. No pneumothorax. No bony abnormality.\n\nIMPRESSION:\nNormal chest radiography. No cause of right-sided pain identified.",
+    "findings": "Cardiomediastinal silhouette is normal. The lungs are clear. The vascularity is normal. No pneumothorax. No bony abnormality.",
+    "impression": "Normal chest radiography. No cause of right-sided pain identified.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN00E7AJHS0528",
+      "view_position": "AP",
+      "study_date": "20140903",
+      "comparison": "None.",
+      "indication": "Right-sided chest pain.",
+      "age": "014Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNK8V39DS4B8PW_aGRDNHWYVUNR7QPCM_s1.2.826.0.1.3680043.8.498.96328007906578050749751713815069133990",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNK8V39DS4B8PW/GRDNHWYVUNR7QPCM/studies/1.2.826.0.1.3680043.8.498.96328007906578050749751713815069133990/series/1.2.826.0.1.3680043.8.498.37648158661188396155153335654340343864/instances/1.2.826.0.1.3680043.8.498.37125663735748368807416142362662996730.png",
+    "report_gt": "FINDINGS:\nNormal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Hazy upper left lung opacity. Clear right lung.\n\nIMPRESSION:\nHazy upper left lung opacity, suspicious for atypical/viral pneumonia.",
+    "findings": "Normal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Hazy upper left lung opacity. Clear right lung.",
+    "impression": "Hazy upper left lung opacity, suspicious for atypical/viral pneumonia.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNK8V39DS4B8PW",
+      "view_position": "AP",
+      "study_date": "20190707",
+      "comparison": "None.",
+      "indication": "Cough, fever, chest tightness",
+      "age": "048Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNC6EP4043JH7D_aGRDNT7XSQ01TD0NK_s1.2.826.0.1.3680043.8.498.34458754653486216621941395202325646582",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNC6EP4043JH7D/GRDNT7XSQ01TD0NK/studies/1.2.826.0.1.3680043.8.498.34458754653486216621941395202325646582/series/1.2.826.0.1.3680043.8.498.39026919941578068903940196088389454359/instances/1.2.826.0.1.3680043.8.498.90468408360638300428362681252662124896.png",
+    "report_gt": "FINDINGS:\nThere is unchanged cardiomegaly. Aortic knob calcification is seen. There is prominent pericardial pad with adjacent hazy airspace as CT. Overlying spinal fixation hardware.\n\nIMPRESSION:\nUnchanged hazy/patchy airspace opacity at the left lung base which could be atelectasis and or infarct.",
+    "findings": "There is unchanged cardiomegaly. Aortic knob calcification is seen. There is prominent pericardial pad with adjacent hazy airspace as CT. Overlying spinal fixation hardware.",
+    "impression": "Unchanged hazy/patchy airspace opacity at the left lung base which could be atelectasis and or infarct.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNC6EP4043JH7D/GRDN7W4OJKUX18ZB/studies/1.2.826.0.1.3680043.8.498.37225577305295852721258536816114407875/series/1.2.826.0.1.3680043.8.498.61483578793573273077306225949454437438/instances/1.2.826.0.1.3680043.8.498.13982523321784892513946718281837533074.png",
+      "report": "FINDINGS:\nThe heart size and mediastinal contours are unchanged. Aortic knob calcifications are seen. A small left pleural effusion is seen. There is prominence of the central pulmonary vasculature. Spinal fixation hardware is noted. Overlying median sternotomy wires.\n\nIMPRESSION:\nSmall left pleural effusion over pulmonary vascular congestion.",
+      "findings": "The heart size and mediastinal contours are unchanged. Aortic knob calcifications are seen. A small left pleural effusion is seen. There is prominence of the central pulmonary vasculature. Spinal fixation hardware is noted. Overlying median sternotomy wires.",
+      "impression": "Small left pleural effusion over pulmonary vascular congestion.",
+      "study_date": "20211003"
+    },
+    "metadata": {
+      "patient_id": "pGRDNC6EP4043JH7D",
+      "view_position": "AP",
+      "study_date": "20211004",
+      "comparison": "Chest CT same day",
+      "indication": "Shortness of breath",
+      "age": "078Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNI8WVSLN9H9BW_aGRDNPH8NC9FEUHT2_s1.2.826.0.1.3680043.8.498.28147796221249798463574615937809950459",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNI8WVSLN9H9BW/GRDNPH8NC9FEUHT2/studies/1.2.826.0.1.3680043.8.498.28147796221249798463574615937809950459/series/1.2.826.0.1.3680043.8.498.54317635901309787039710091643921243026/instances/1.2.826.0.1.3680043.8.498.84997833864147424585079914355652693452.png",
+    "report_gt": "FINDINGS:\nHeart size is normal. Left lower lobe linear scarring versus atelectasis noted. No pleural effusion. No acute osseous finding.\n\nIMPRESSION:\nLeft lower lobe scarring versus atelectasis. No focal acute finding otherwise.",
+    "findings": "Heart size is normal. Left lower lobe linear scarring versus atelectasis noted. No pleural effusion. No acute osseous finding.",
+    "impression": "Left lower lobe scarring versus atelectasis. No focal acute finding otherwise.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNI8WVSLN9H9BW",
+      "view_position": "AP",
+      "study_date": "20100305",
+      "comparison": "None",
+      "indication": "Preoperative, neck cellulitis",
+      "age": "054Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNTPRGVIJ3TEXG_aGRDNL0YXYMAOEK8S_s1.2.826.0.1.3680043.8.498.71997418997848442745743092890249391163",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNTPRGVIJ3TEXG/GRDNL0YXYMAOEK8S/studies/1.2.826.0.1.3680043.8.498.71997418997848442745743092890249391163/series/1.2.826.0.1.3680043.8.498.95312485908408734649716074439028754827/instances/1.2.826.0.1.3680043.8.498.74267093659017927840812121557403872969.png",
+    "report_gt": "FINDINGS:\nThe heart is enlarged with worsening diffuse edema and increasing pleural effusions bilaterally. Two lead right subclavian pacemaker is noted.\n\nIMPRESSION:\nWorsening pulmonary edema and enlarging effusions consistent with progressive congestive heart failure.",
+    "findings": "The heart is enlarged with worsening diffuse edema and increasing pleural effusions bilaterally. Two lead right subclavian pacemaker is noted.",
+    "impression": "Worsening pulmonary edema and enlarging effusions consistent with progressive congestive heart failure.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNTPRGVIJ3TEXG/GRDNRRE7X9AJLHOY/studies/1.2.826.0.1.3680043.8.498.30527313615392313111866560544355812496/series/1.2.826.0.1.3680043.8.498.66396570632083936154993735558789499232/instances/1.2.826.0.1.3680043.8.498.16165759180346641339782981134791618011.png",
+      "report": "FINDINGS:\nPulmonary hyperinflation is again seen, consistent with COPD. Cardiomegaly is not significantly changed as well as diffuse interstitial edema pattern. New small right pleural effusion has developed with patchy opacity in the right lower lobe which may be due to atelectasis or pneumonia. The dual-lead transverse pacemaker remains in appropriate position.\n\nIMPRESSION:\n1. Mild congestive heart failure, without significant change. 2. New small right pleural effusion and right lower lobe atelectasis versus infiltrate. Pneumonia cannot be excluded. 3. COPD.",
+      "findings": "Pulmonary hyperinflation is again seen, consistent with COPD. Cardiomegaly is not significantly changed as well as diffuse interstitial edema pattern. New small right pleural effusion has developed with patchy opacity in the right lower lobe which may be due to atelectasis or pneumonia. The dual-lead transverse pacemaker remains in appropriate position.",
+      "impression": "1. Mild congestive heart failure, without significant change. 2. New small right pleural effusion and right lower lobe atelectasis versus infiltrate. Pneumonia cannot be excluded. 3. COPD.",
+      "study_date": "20060511"
+    },
+    "metadata": {
+      "patient_id": "pGRDNTPRGVIJ3TEXG",
+      "view_position": "AP",
+      "study_date": "20060520",
+      "comparison": "Comparison: 10/29/01, 08/15/09.",
+      "indication": "73-year-old female, congestive heart failure, shortness of breath.",
+      "age": "073Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDN79BB7QFQL9E7_aGRDNF98MGFKNZXUZ_s1.2.826.0.1.3680043.8.498.18962415440898501694932330954415471088",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN79BB7QFQL9E7/GRDNF98MGFKNZXUZ/studies/1.2.826.0.1.3680043.8.498.18962415440898501694932330954415471088/series/1.2.826.0.1.3680043.8.498.12122317921935150852810160361728539072/instances/1.2.826.0.1.3680043.8.498.20008937162250653793610943499852088849.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active cardiopulmonary disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN79BB7QFQL9E7",
+      "view_position": "PA",
+      "study_date": "20151124",
+      "comparison": "None.",
+      "indication": "Hypertension",
+      "age": "051Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNIN858JTND638_aGRDNB96GB4FM55WI_s1.2.826.0.1.3680043.8.498.95000529926621982704881353684881720838",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNIN858JTND638/GRDNB96GB4FM55WI/studies/1.2.826.0.1.3680043.8.498.95000529926621982704881353684881720838/series/1.2.826.0.1.3680043.8.498.41753327700785383803501694192561180691/instances/1.2.826.0.1.3680043.8.498.38339337036467928308895038665512602593.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active cardiopulmonary disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNIN858JTND638",
+      "view_position": "PA",
+      "study_date": "20140725",
+      "comparison": "None.",
+      "indication": "Cough",
+      "age": "062Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN3HSBTHPRKW2X_aGRDN62P1VRN2GMVA_s1.2.826.0.1.3680043.8.498.54724783194286971781839196217396492275",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN3HSBTHPRKW2X/GRDN62P1VRN2GMVA/studies/1.2.826.0.1.3680043.8.498.54724783194286971781839196217396492275/series/1.2.826.0.1.3680043.8.498.56069037463696417622007222595727538946/instances/1.2.826.0.1.3680043.8.498.92617770923771965119384130391485756494.png",
+    "report_gt": "FINDINGS:\nWorsening of perihilar airspace filling right more than left. Differential diagnosis remains that of asymmetric pneumonia versus is asymmetric pulmonary edema. Infectious pneumonia is favored. The pattern does not appear typical of coronavirus pneumonia by imaging.\n\nIMPRESSION:\nWorsening of perihilar airspace filling right more than left. Ejection and favored over asymmetric edema. Pattern is not typical of coronavirus.",
+    "findings": "Worsening of perihilar airspace filling right more than left. Differential diagnosis remains that of asymmetric pneumonia versus is asymmetric pulmonary edema. Infectious pneumonia is favored. The pattern does not appear typical of coronavirus pneumonia by imaging.",
+    "impression": "Worsening of perihilar airspace filling right more than left. Ejection and favored over asymmetric edema. Pattern is not typical of coronavirus.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDN3HSBTHPRKW2X/GRDN6FSZP75U1AHC/studies/1.2.826.0.1.3680043.8.498.32249891946863798572224236419608777138/series/1.2.826.0.1.3680043.8.498.13171727301568283650685027426463447579/instances/1.2.826.0.1.3680043.8.498.94079532241446545414891405552224984015.png",
+      "report": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits with mildly prominent cardiac silhouette likely due to AP portable technique. Increased interstitial markings and airspace opacities of the mid to lower lung zones. No pleural effusion. No pneumothorax. No acute osseous abnormality.\n\nIMPRESSION:\nFindings suggestive of atypical/viral pneumonia. COVID-19 infection not excluded.",
+      "findings": "The heart size and mediastinal contours are within normal limits with mildly prominent cardiac silhouette likely due to AP portable technique. Increased interstitial markings and airspace opacities of the mid to lower lung zones. No pleural effusion. No pneumothorax. No acute osseous abnormality.",
+      "impression": "Findings suggestive of atypical/viral pneumonia. COVID-19 infection not excluded.",
+      "study_date": "20220213"
+    },
+    "metadata": {
+      "patient_id": "pGRDN3HSBTHPRKW2X",
+      "view_position": "AP",
+      "study_date": "20220216",
+      "comparison": "Comparison with radiography from 07/10/2005 and CT from 05/14/2006.",
+      "indication": "Acute respiratory failure.",
+      "age": "058Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNFSNKZACK2NY8_aGRDNP0W4IHY7XCB9_s1.2.826.0.1.3680043.8.498.82074052543643291706562326592262673291",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNFSNKZACK2NY8/GRDNP0W4IHY7XCB9/studies/1.2.826.0.1.3680043.8.498.82074052543643291706562326592262673291/series/1.2.826.0.1.3680043.8.498.98631418161706206987950454916861700542/instances/1.2.826.0.1.3680043.8.498.23021998170584325645099260375647813026.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active cardiopulmonary disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNFSNKZACK2NY8",
+      "view_position": "AP",
+      "study_date": "20180127",
+      "comparison": "None.",
+      "indication": "Flu-like symptoms with fever, myalgia and cough since yesterday",
+      "age": "020Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNA8EH4K52DGU7_aGRDNCFRIJCV7CAN7_s1.2.826.0.1.3680043.8.498.62560255096971440659916029265318082264",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNA8EH4K52DGU7/GRDNCFRIJCV7CAN7/studies/1.2.826.0.1.3680043.8.498.62560255096971440659916029265318082264/series/1.2.826.0.1.3680043.8.498.69460793955811389912992492435000355357/instances/1.2.826.0.1.3680043.8.498.37413493201061089936997914458765841863.png",
+    "report_gt": "FINDINGS:\nThe lungs are hyperexpanded. Interstitial markings are chronically coarsened. There is no focal airspace consolidation, pulmonary edema, or pleural effusion. The cardiopericardial silhouette is within normal limits for size. Prominence of the right cardiomediastinal contour may be related to aortic tortuosity/unfolding, but ascending aortic aneurysm could produce this appearance. Imaged bony structures of the thorax are intact.\n\nIMPRESSION:\nEmphysema. Prominence of the right cardiomediastinal contour. Please see report above.",
+    "findings": "The lungs are hyperexpanded. Interstitial markings are chronically coarsened. There is no focal airspace consolidation, pulmonary edema, or pleural effusion. The cardiopericardial silhouette is within normal limits for size. Prominence of the right cardiomediastinal contour may be related to aortic tortuosity/unfolding, but ascending aortic aneurysm could produce this appearance. Imaged bony structures of the thorax are intact.",
+    "impression": "Emphysema. Prominence of the right cardiomediastinal contour. Please see report above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNA8EH4K52DGU7",
+      "view_position": "PA",
+      "study_date": "20090110",
+      "comparison": "None",
+      "indication": "Shortness of breath. Smoking history. Cough.",
+      "age": "056Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNIK7H53TUXSUI_aGRDN9VTIHH0VAWMJ_s1.2.826.0.1.3680043.8.498.32889983803142659088810041514166942767",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNIK7H53TUXSUI/GRDN9VTIHH0VAWMJ/studies/1.2.826.0.1.3680043.8.498.32889983803142659088810041514166942767/series/1.2.826.0.1.3680043.8.498.13676040071346647276003979339051705602/instances/1.2.826.0.1.3680043.8.498.64121432363664228324385020032910536720.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNormal chest.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "Normal chest.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNIK7H53TUXSUI",
+      "view_position": "AP",
+      "study_date": "20181021",
+      "comparison": "None.",
+      "indication": "Fatigue, nausea and vomiting for several days, feeling unwell.",
+      "age": "020Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN1DGSX0NHRBBL_aGRDN687IWRJ08IGW_s1.2.826.0.1.3680043.8.498.45298820698914817164110400623345571007",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN1DGSX0NHRBBL/GRDN687IWRJ08IGW/studies/1.2.826.0.1.3680043.8.498.45298820698914817164110400623345571007/series/1.2.826.0.1.3680043.8.498.75328879883163537894645850661473242557/instances/1.2.826.0.1.3680043.8.498.65267911103802453785891988194739539494.png",
+    "report_gt": "FINDINGS:\nLungs are clear. No pleural effusion. Heart size normal. No focal bony abnormality.\n\nIMPRESSION:\nNo acute disease.",
+    "findings": "Lungs are clear. No pleural effusion. Heart size normal. No focal bony abnormality.",
+    "impression": "No acute disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN1DGSX0NHRBBL",
+      "view_position": "AP",
+      "study_date": "20101128",
+      "comparison": "None available.",
+      "indication": "Cough.",
+      "age": "048Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNGZ0ZXF9BLNU6_aGRDNQWIA4ZSSB5BA_s1.2.826.0.1.3680043.8.498.14231155731507711946613114418251639629",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNGZ0ZXF9BLNU6/GRDNQWIA4ZSSB5BA/studies/1.2.826.0.1.3680043.8.498.14231155731507711946613114418251639629/series/1.2.826.0.1.3680043.8.498.34360995760536902585220012828379678738/instances/1.2.826.0.1.3680043.8.498.53668844127479255028056348723441731504.png",
+    "report_gt": "FINDINGS:\nThe cardiac silhouette, mediastinal and hilar contours are within normal limits. Patchy right middle and lower lobe infiltrates are noted. Possible area of pleural calcification. The left lung is clear except for minimal left basilar atelectasis. No effusions.\n\nIMPRESSION:\nRight basilar infiltrates and possible pleural calcification.",
+    "findings": "The cardiac silhouette, mediastinal and hilar contours are within normal limits. Patchy right middle and lower lobe infiltrates are noted. Possible area of pleural calcification. The left lung is clear except for minimal left basilar atelectasis. No effusions.",
+    "impression": "Right basilar infiltrates and possible pleural calcification.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNGZ0ZXF9BLNU6",
+      "view_position": "AP",
+      "study_date": "20130204",
+      "comparison": "None",
+      "indication": "Back pain and chest pain.",
+      "age": "034Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNCOSI6F7P2R9F_aGRDNT7C8ZU9CK1M2_s1.2.826.0.1.3680043.8.498.17841867066261309398834745593399805842",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNCOSI6F7P2R9F/GRDNT7C8ZU9CK1M2/studies/1.2.826.0.1.3680043.8.498.17841867066261309398834745593399805842/series/1.2.826.0.1.3680043.8.498.91910572472022678514650387870864497612/instances/1.2.826.0.1.3680043.8.498.63212899723324385755677358027591859724.png",
+    "report_gt": "FINDINGS:\nLung volumes are low without edema, pneumonia, or pleural effusion. The cardiopericardial silhouette is within normal limits for size. Interstitial markings are diffusely coarsened with chronic features. Imaged bony structures of the thorax are intact.\n\nIMPRESSION:\nLow lung volumes with mild chronic interstitial coarsening. No pneumonia or edema.",
+    "findings": "Lung volumes are low without edema, pneumonia, or pleural effusion. The cardiopericardial silhouette is within normal limits for size. Interstitial markings are diffusely coarsened with chronic features. Imaged bony structures of the thorax are intact.",
+    "impression": "Low lung volumes with mild chronic interstitial coarsening. No pneumonia or edema.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNCOSI6F7P2R9F",
+      "view_position": "AP",
+      "study_date": "20100831",
+      "comparison": "None.",
+      "indication": "Preop for umbilical hernia repair.",
+      "age": "055Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNAOH089S4KILE_aGRDNL8WX68TY8VFF_s1.2.826.0.1.3680043.8.498.54660194999540870870090672136093736595",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNAOH089S4KILE/GRDNL8WX68TY8VFF/studies/1.2.826.0.1.3680043.8.498.54660194999540870870090672136093736595/series/1.2.826.0.1.3680043.8.498.37527685134512565680756773247883437206/instances/1.2.826.0.1.3680043.8.498.18490782950667677481248794996448073649.png",
+    "report_gt": "FINDINGS:\nNo infiltrate, congestive heart failure or pneumothorax. Heart size within normal limits. Slightly prominent aortic knob. Mild thoracic spine degenerative changes.\n\nIMPRESSION:\nNo infiltrate, congestive heart failure or pneumothorax.",
+    "findings": "No infiltrate, congestive heart failure or pneumothorax. Heart size within normal limits. Slightly prominent aortic knob. Mild thoracic spine degenerative changes.",
+    "impression": "No infiltrate, congestive heart failure or pneumothorax.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNAOH089S4KILE",
+      "view_position": "AP",
+      "study_date": "20111223",
+      "comparison": "None.",
+      "indication": "Left-sided chest pain. Nonsmoker.",
+      "age": "051Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN50MCZ86784JJ_aGRDNC2QIJAFJSG8V_s1.2.826.0.1.3680043.8.498.82320936444278867566587879892262526326",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN50MCZ86784JJ/GRDNC2QIJAFJSG8V/studies/1.2.826.0.1.3680043.8.498.82320936444278867566587879892262526326/series/1.2.826.0.1.3680043.8.498.24315630369634672213406695993153859531/instances/1.2.826.0.1.3680043.8.498.92666425653848906461092025172672189880.png",
+    "report_gt": "FINDINGS:\n6078 hours. The lungs are clear without focal pneumonia, edema, pneumothorax or pleural effusion. Cardiopericardial silhouette is at upper limits of normal for size. The visualized bony structures of the thorax show no acute abnormality.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "6078 hours. The lungs are clear without focal pneumonia, edema, pneumothorax or pleural effusion. Cardiopericardial silhouette is at upper limits of normal for size. The visualized bony structures of the thorax show no acute abnormality.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN50MCZ86784JJ",
+      "view_position": "AP",
+      "study_date": "20220619",
+      "comparison": "None.",
+      "indication": "3 day history of weakness.",
+      "age": "080Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNF99PQ8VDPZ7F_aGRDNKU9KM9XIELAP_s1.2.826.0.1.3680043.8.498.17414472046198634125388822092734167554",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNF99PQ8VDPZ7F/GRDNKU9KM9XIELAP/studies/1.2.826.0.1.3680043.8.498.17414472046198634125388822092734167554/series/1.2.826.0.1.3680043.8.498.61707623404799486059588323212776392566/instances/1.2.826.0.1.3680043.8.498.89711750564172531675833253233688701417.png",
+    "report_gt": "FINDINGS:\nBoth lungs are clear. Hiatal hernia is again noted. Heart size is normal. Severe thoracolumbar S-shaped scoliosis is noted with probable lumbar spinal dysraphism. Ventricular peritoneal shunt tubing is seen overlying the left hemithorax.\n\nIMPRESSION:\nNo active cardiopulmonary disease. Hiatal hernia again noted.",
+    "findings": "Both lungs are clear. Hiatal hernia is again noted. Heart size is normal. Severe thoracolumbar S-shaped scoliosis is noted with probable lumbar spinal dysraphism. Ventricular peritoneal shunt tubing is seen overlying the left hemithorax.",
+    "impression": "No active cardiopulmonary disease. Hiatal hernia again noted.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNF99PQ8VDPZ7F/GRDN0ZJXM9JJAVMM/studies/1.2.826.0.1.3680043.8.498.58397750893389912821584674750669118378/series/1.2.826.0.1.3680043.8.498.69704644112677762976275901341676216251/instances/1.2.826.0.1.3680043.8.498.53347425964866315450592445573604746765.png",
+      "report": "FINDINGS:\nThe endotracheal tube tip is 2.8 cm above the carina. The left central line tip is at the cavoatrial junction. Significant scoliosis with rotation of the mediastinal structures with the heart appearing top normal in size. Bilateral pleural effusions and atelectatic changes suspected. This limits detection of basilar region of consolidation. Pulmonary vascular prominence. There may be a small hiatal hernia.\n\nIMPRESSION:\nNo significant change.",
+      "findings": "The endotracheal tube tip is 2.8 cm above the carina. The left central line tip is at the cavoatrial junction. Significant scoliosis with rotation of the mediastinal structures with the heart appearing top normal in size. Bilateral pleural effusions and atelectatic changes suspected. This limits detection of basilar region of consolidation. Pulmonary vascular prominence. There may be a small hiatal hernia.",
+      "impression": "No significant change.",
+      "study_date": "20070326"
+    },
+    "metadata": {
+      "patient_id": "pGRDNF99PQ8VDPZ7F",
+      "view_position": "AP",
+      "study_date": "20070426",
+      "comparison": "Comparison: 11/7/1.",
+      "indication": "Dehydration.",
+      "age": "034Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNSZ9D98EA9432_aGRDNN81XM45060TK_s1.2.826.0.1.3680043.8.498.44801025104387225981075562701609964394",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNSZ9D98EA9432/GRDNN81XM45060TK/studies/1.2.826.0.1.3680043.8.498.44801025104387225981075562701609964394/series/1.2.826.0.1.3680043.8.498.83257895750965989258347026558824207739/instances/1.2.826.0.1.3680043.8.498.33414101425163175244339832558296240879.png",
+    "report_gt": "FINDINGS:\nThere is a patchy increase in density at the left base compatible with atelectasis. No definite pleural effusion is seen. No definite pneumothorax is observed. The previously present left chest tube has been removed.\n\nIMPRESSION:\nPlease see above.",
+    "findings": "There is a patchy increase in density at the left base compatible with atelectasis. No definite pleural effusion is seen. No definite pneumothorax is observed. The previously present left chest tube has been removed.",
+    "impression": "Please see above.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNSZ9D98EA9432/GRDNZGWUWCRTVZIY/studies/1.2.826.0.1.3680043.8.498.31953826979517540703073742980219234170/series/1.2.826.0.1.3680043.8.498.93874431369346698937313709514477962946/instances/1.2.826.0.1.3680043.8.498.22038657380247889686927140843020138313.png",
+      "report": "FINDINGS:\nA left chest tube remains present. No pneumothorax or pleural effusion is identified. Heart size is within normal limits for AP technique.\n\nIMPRESSION:\n1. No acute changes are identified. 2. A left chest tube remains present.",
+      "findings": "A left chest tube remains present. No pneumothorax or pleural effusion is identified. Heart size is within normal limits for AP technique.",
+      "impression": "1. No acute changes are identified. 2. A left chest tube remains present.",
+      "study_date": "20130918"
+    },
+    "metadata": {
+      "patient_id": "pGRDNSZ9D98EA9432",
+      "view_position": "AP",
+      "study_date": "20130919",
+      "comparison": "Comparison is made to the prior exam of 03/13/2015.",
+      "indication": "Assess for Pleural Effusion",
+      "age": "043Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNMCL2CEDN5OYY_aGRDNFM42148E45UA_s1.2.826.0.1.3680043.8.498.89797188420968190611579010289712348120",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNMCL2CEDN5OYY/GRDNFM42148E45UA/studies/1.2.826.0.1.3680043.8.498.89797188420968190611579010289712348120/series/1.2.826.0.1.3680043.8.498.35696203857668412043140700163098160753/instances/1.2.826.0.1.3680043.8.498.64557738184305014574568337803893479280.png",
+    "report_gt": "FINDINGS:\nNo fracture or other bone lesions are seen involving the ribs. There is no evidence of pneumothorax or pleural effusion. Both lungs are clear. Heart size and mediastinal contours are within normal limits.\n\nIMPRESSION:\nNo acute rib fracture is noted.",
+    "findings": "No fracture or other bone lesions are seen involving the ribs. There is no evidence of pneumothorax or pleural effusion. Both lungs are clear. Heart size and mediastinal contours are within normal limits.",
+    "impression": "No acute rib fracture is noted.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNMCL2CEDN5OYY",
+      "view_position": "AP",
+      "study_date": "20180618",
+      "comparison": "None.",
+      "indication": "Left rib pain following fall from ladder, initial encounter",
+      "age": "032Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNN1NAQARTZE99_aGRDN5UM5TWGTP0D9_s1.2.826.0.1.3680043.8.498.31964222225237296892697994681683183603",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNN1NAQARTZE99/GRDN5UM5TWGTP0D9/studies/1.2.826.0.1.3680043.8.498.31964222225237296892697994681683183603/series/1.2.826.0.1.3680043.8.498.35465698393315856717581417719280044341/instances/1.2.826.0.1.3680043.8.498.67595497420462496942757839692409065278.png",
+    "report_gt": "FINDINGS:\nThe lungs are well-expanded and clear. The heart and mediastinal structures are normal. There is no pleural effusion. The trachea is midline. The bony thorax is unremarkable.\n\nIMPRESSION:\nNo at evidence of an aspirated foreign body. No air trapping. There is no active cardiopulmonary disease.",
+    "findings": "The lungs are well-expanded and clear. The heart and mediastinal structures are normal. There is no pleural effusion. The trachea is midline. The bony thorax is unremarkable.",
+    "impression": "No at evidence of an aspirated foreign body. No air trapping. There is no active cardiopulmonary disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNN1NAQARTZE99",
+      "view_position": "PA",
+      "study_date": "20180514",
+      "comparison": "None in PACs.",
+      "indication": "Aspirated a bone which is suspected to be stuck in the throat. The patient is unable to speak or swallow.",
+      "age": "035Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNUPDREFUF7H6P_aGRDNK7PTUJ2CCGN9_s1.2.826.0.1.3680043.8.498.72269631197623131414699269909904484332",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNUPDREFUF7H6P/GRDNK7PTUJ2CCGN9/studies/1.2.826.0.1.3680043.8.498.72269631197623131414699269909904484332/series/1.2.826.0.1.3680043.8.498.93413684959801298814876941887777452445/instances/1.2.826.0.1.3680043.8.498.53353865952448077699933939657005048763.png",
+    "report_gt": "FINDINGS:\nHeart and mediastinal contours are within normal limits. No focal opacities or effusions. No acute bony abnormality.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "Heart and mediastinal contours are within normal limits. No focal opacities or effusions. No acute bony abnormality.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNUPDREFUF7H6P",
+      "view_position": "AP",
+      "study_date": "20100818",
+      "comparison": "None",
+      "indication": "Shortness of breath, pain.",
+      "age": "059Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDND8FBY15OVDCX_aGRDNWQVZ2D3VFV77_s1.2.826.0.1.3680043.8.498.45364174232974819527312865330717371392",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDND8FBY15OVDCX/GRDNWQVZ2D3VFV77/studies/1.2.826.0.1.3680043.8.498.45364174232974819527312865330717371392/series/1.2.826.0.1.3680043.8.498.18397380850217771472230868091704754854/instances/1.2.826.0.1.3680043.8.498.57121086894327465472556479841431436747.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Endotracheal tube is identified with distal tip in the proximal right mainstem bronchus, retraction by 5-6 cm recommended. There is no pneumothorax. There is no focal pneumonia, pulmonary edema, or pleural effusion. Subcutaneous emphysema of bilateral neck are noted. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nSubcutaneous emphysema of bilateral neck noted. Endotracheal tube is identified distal tip in the proximal right mainstem bronchus, retraction by 5-6 cm is recommended. These results will be called to the ordering clinician or representative by the Radiologist Assistant, and communication documented in the PACS or zVision Dashboard.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Endotracheal tube is identified with distal tip in the proximal right mainstem bronchus, retraction by 5-6 cm recommended. There is no pneumothorax. There is no focal pneumonia, pulmonary edema, or pleural effusion. Subcutaneous emphysema of bilateral neck are noted. The visualized skeletal structures are unremarkable.",
+    "impression": "Subcutaneous emphysema of bilateral neck noted. Endotracheal tube is identified distal tip in the proximal right mainstem bronchus, retraction by 5-6 cm is recommended. These results will be called to the ordering clinician or representative by the Radiologist Assistant, and communication documented in the PACS or zVision Dashboard.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDND8FBY15OVDCX",
+      "view_position": "AP",
+      "study_date": "20180323",
+      "comparison": "None.",
+      "indication": "Gunshot wound to the neck.",
+      "age": "025Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNFC2BS0LZR171_aGRDNLND82GC7GVIE_s1.2.826.0.1.3680043.8.498.49375718396912301147825660222177919359",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNFC2BS0LZR171/GRDNLND82GC7GVIE/studies/1.2.826.0.1.3680043.8.498.49375718396912301147825660222177919359/series/1.2.826.0.1.3680043.8.498.57818167026623628935604067778122303041/instances/1.2.826.0.1.3680043.8.498.56552573589076646935321877248578284701.png",
+    "report_gt": "FINDINGS:\nTrachea is midline. Heart size normal. Emphysema. Lungs are otherwise clear. No pleural fluid.\n\nIMPRESSION:\nEmphysema without acute finding.",
+    "findings": "Trachea is midline. Heart size normal. Emphysema. Lungs are otherwise clear. No pleural fluid.",
+    "impression": "Emphysema without acute finding.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNFC2BS0LZR171/GRDNTKCK8U4P10ZE/studies/1.2.826.0.1.3680043.8.498.95222235452221484869973356356811827310/series/1.2.826.0.1.3680043.8.498.68265684820444648930061463334769474818/instances/1.2.826.0.1.3680043.8.498.43754620435408173040023099783128133768.png",
+      "report": "FINDINGS:\nUnderlying COPD. Midline trachea. Normal heart size. No pleural effusion or pneumothorax. Improved interstitial thickening. Slight improvement in the peripheral left mid lung airspace disease. Probable atelectasis the right lung base which is unchanged.\n\nIMPRESSION:\nImproved aeration. Decreased left mid lung airspace disease and diffuse interstitial prominence. Underlying COPD and probable right base atelectasis remain.",
+      "findings": "Underlying COPD. Midline trachea. Normal heart size. No pleural effusion or pneumothorax. Improved interstitial thickening. Slight improvement in the peripheral left mid lung airspace disease. Probable atelectasis the right lung base which is unchanged.",
+      "impression": "Improved aeration. Decreased left mid lung airspace disease and diffuse interstitial prominence. Underlying COPD and probable right base atelectasis remain.",
+      "study_date": "20101222"
+    },
+    "metadata": {
+      "patient_id": "pGRDNFC2BS0LZR171",
+      "view_position": "PA",
+      "study_date": "20110215",
+      "comparison": "Comparison: 11/27/2020",
+      "indication": "Cough, shortness of breath and chest pain.",
+      "age": "068Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNEGEGGNEK9YA1_aGRDN6IJONPB33VOT_s1.2.826.0.1.3680043.8.498.33336063078263869160768109828825140351",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNEGEGGNEK9YA1/GRDN6IJONPB33VOT/studies/1.2.826.0.1.3680043.8.498.33336063078263869160768109828825140351/series/1.2.826.0.1.3680043.8.498.26032821689964439277741052418841262746/instances/1.2.826.0.1.3680043.8.498.50201734311458316774789659656380270719.png",
+    "report_gt": "FINDINGS:\nThe heart size borderline. The hila and mediastinum are normal. Mild opacity seen in the left base on the frontal view. No other acute abnormalities.\n\nIMPRESSION:\nMild opacity in the left base could represent atelectasis or subtle infiltrate. Recommend follow-up to resolution.",
+    "findings": "The heart size borderline. The hila and mediastinum are normal. Mild opacity seen in the left base on the frontal view. No other acute abnormalities.",
+    "impression": "Mild opacity in the left base could represent atelectasis or subtle infiltrate. Recommend follow-up to resolution.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNEGEGGNEK9YA1/GRDNBPIA6MTB4S60/studies/1.2.826.0.1.3680043.8.498.25916794215399907153375569889180566465/series/1.2.826.0.1.3680043.8.498.54718713008978061182678095672503155634/instances/1.2.826.0.1.3680043.8.498.11912539185481702740107980431176193848.png",
+      "report": "FINDINGS:\nCardiac enlargement. No active infiltrates or failure. No effusion or pneumothorax. Osteopenia.\n\nIMPRESSION:\nCardiomegaly. No active disease.",
+      "findings": "Cardiac enlargement. No active infiltrates or failure. No effusion or pneumothorax. Osteopenia.",
+      "impression": "Cardiomegaly. No active disease.",
+      "study_date": "20180607"
+    },
+    "metadata": {
+      "patient_id": "pGRDNEGEGGNEK9YA1",
+      "view_position": "AP",
+      "study_date": "20180616",
+      "comparison": "December 11, 2022",
+      "indication": "Hemoptysis and fever.",
+      "age": "067Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNKKI7BDE3G9S4_aGRDNS8G30P8NWQRQ_s1.2.826.0.1.3680043.8.498.59749438574174553775862290713617571487",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNKKI7BDE3G9S4/GRDNS8G30P8NWQRQ/studies/1.2.826.0.1.3680043.8.498.59749438574174553775862290713617571487/series/1.2.826.0.1.3680043.8.498.42272919279458147037178125287142596397/instances/1.2.826.0.1.3680043.8.498.65565993568464402990016196089367403520.png",
+    "report_gt": "FINDINGS:\nHeart size and pulmonary vasculature are within normal limits. No acute infiltrate, effusion, or pneumothorax. Left shoulder arthroplasty. Calcification of the aortic arch.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality.",
+    "findings": "Heart size and pulmonary vasculature are within normal limits. No acute infiltrate, effusion, or pneumothorax. Left shoulder arthroplasty. Calcification of the aortic arch.",
+    "impression": "No acute cardiopulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNKKI7BDE3G9S4",
+      "view_position": "AP",
+      "study_date": "20240318",
+      "comparison": "None.",
+      "indication": "Seizure",
+      "age": "074Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNMHN545WBN1EK_aGRDNO3SS8U3ZQIUP_s1.2.826.0.1.3680043.8.498.64791248665903311095448855832316200492",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNMHN545WBN1EK/GRDNO3SS8U3ZQIUP/studies/1.2.826.0.1.3680043.8.498.64791248665903311095448855832316200492/series/1.2.826.0.1.3680043.8.498.59497643612285028489809960270624590452/instances/1.2.826.0.1.3680043.8.498.92987997229545624686578404665336744525.png",
+    "report_gt": "FINDINGS:\nBullet again noted within the right lower lung. Right chest tube remains in place with small apical and basilar pneumothorax, slightly decreased since prior study. Opacity at the right lung base likely reflects contusion. Left lung is clear. Heart is normal size.\n\nIMPRESSION:\nSlight decreased size of the right pneumothorax, now less than 5%.",
+    "findings": "Bullet again noted within the right lower lung. Right chest tube remains in place with small apical and basilar pneumothorax, slightly decreased since prior study. Opacity at the right lung base likely reflects contusion. Left lung is clear. Heart is normal size.",
+    "impression": "Slight decreased size of the right pneumothorax, now less than 5%.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNMHN545WBN1EK/GRDNKOPKTN1J2SAZ/studies/1.2.826.0.1.3680043.8.498.79621545849691834943847793039034982096/series/1.2.826.0.1.3680043.8.498.14589855654966414584177861323875041071/instances/1.2.826.0.1.3680043.8.498.28483347698739816020138957513883265215.png",
+      "report": "FINDINGS:\nMetallic ballistic fragment demonstrated in the right lateral chest at the level of the eighth rib. Hazy infiltrates in the right lung base consistent with contusion. Blunting of the right costophrenic angle suggesting pleural fluid. Nondisplaced fracture suggested in the posterior right eighth and ninth ribs. Left lung is clear. Normal heart size and pulmonary vascularity. No visible pneumothorax. Thoracic scoliosis convex towards the right.\n\nIMPRESSION:\nBallistic fragment demonstrated in the right lower chest with findings of right lung contusion, right pleural fluid collection, and nondisplaced rib fractures.",
+      "findings": "Metallic ballistic fragment demonstrated in the right lateral chest at the level of the eighth rib. Hazy infiltrates in the right lung base consistent with contusion. Blunting of the right costophrenic angle suggesting pleural fluid. Nondisplaced fracture suggested in the posterior right eighth and ninth ribs. Left lung is clear. Normal heart size and pulmonary vascularity. No visible pneumothorax. Thoracic scoliosis convex towards the right.",
+      "impression": "Ballistic fragment demonstrated in the right lower chest with findings of right lung contusion, right pleural fluid collection, and nondisplaced rib fractures.",
+      "study_date": "20170221"
+    },
+    "metadata": {
+      "patient_id": "pGRDNMHN545WBN1EK",
+      "view_position": "AP",
+      "study_date": "20170224",
+      "comparison": "Comparison: 01/07/1999",
+      "indication": "Right pneumothorax, chest tube",
+      "age": "020Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNBRYPCFUL3G5S_aGRDNXWGEZNGZY961_s1.2.826.0.1.3680043.8.498.98518342202375660062034746317293770848",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNBRYPCFUL3G5S/GRDNXWGEZNGZY961/studies/1.2.826.0.1.3680043.8.498.98518342202375660062034746317293770848/series/1.2.826.0.1.3680043.8.498.29086896475404524635801312220146967980/instances/1.2.826.0.1.3680043.8.498.13491641515274024684963296929870415298.png",
+    "report_gt": "FINDINGS:\nTrachea is midline. Heart size normal. Thoracic aorta is calcified. Apparent asymmetric prominence of the right hilar region is likely due to patient rotation. Lungs are hyperinflated but clear. Right apical pleural thickening. No pleural fluid.\n\nIMPRESSION:\nNo acute findings.",
+    "findings": "Trachea is midline. Heart size normal. Thoracic aorta is calcified. Apparent asymmetric prominence of the right hilar region is likely due to patient rotation. Lungs are hyperinflated but clear. Right apical pleural thickening. No pleural fluid.",
+    "impression": "No acute findings.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNBRYPCFUL3G5S",
+      "view_position": "PA",
+      "study_date": "20140416",
+      "comparison": "None.",
+      "indication": "Anterior cervical decompression, preop.",
+      "age": "082Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNA70YS0Z4OEC7_aGRDND58ICL4JWJYR_s1.2.826.0.1.3680043.8.498.92235670462802613920082050971953666983",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNA70YS0Z4OEC7/GRDND58ICL4JWJYR/studies/1.2.826.0.1.3680043.8.498.92235670462802613920082050971953666983/series/1.2.826.0.1.3680043.8.498.13885057968318796747909590763035243015/instances/1.2.826.0.1.3680043.8.498.92708708254176714312023509038634954147.png",
+    "report_gt": "FINDINGS:\nPatient rotated to the left. Mediastinal is unremarkable. Cardiomegaly with prominent vascular prominence and mild interstitial prominence present. Similar findings noted on prior study. Findings consistent with mild CHF. Given the degree of cardiomegaly, cardiac echo may prove useful. Degenerative changes cervicothoracic spine and both shoulders.\n\nIMPRESSION:\nMild CHF. Given the prominence of the heart size, cardiac echo may prove useful.",
+    "findings": "Patient rotated to the left. Mediastinal is unremarkable. Cardiomegaly with prominent vascular prominence and mild interstitial prominence present. Similar findings noted on prior study. Findings consistent with mild CHF. Given the degree of cardiomegaly, cardiac echo may prove useful. Degenerative changes cervicothoracic spine and both shoulders.",
+    "impression": "Mild CHF. Given the prominence of the heart size, cardiac echo may prove useful.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNA70YS0Z4OEC7/GRDNP3KAJK2AVXN8/studies/1.2.826.0.1.3680043.8.498.48538285094718048704713496819266606259/series/1.2.826.0.1.3680043.8.498.34333798006190340890385796121824651931/instances/1.2.826.0.1.3680043.8.498.79578259746981016525454818472734743143.png",
+      "report": "FINDINGS:\nThe patient has taken a shallow inspiration. There is thickening of the interstitial markings. Area of increased density projects within the hilar regions. The cardiac silhouette is enlarged. The visualized bony skeleton is osteopenic.\n\nIMPRESSION:\n1. Shallow inspiration. 2. Cardiomegaly. 3. Atelectasis versus infiltrate within the lung bases. 4. Underlying component of pulmonary edema versus nonedematous interstitial infiltrate is also of diagnostic consideration.",
+      "findings": "The patient has taken a shallow inspiration. There is thickening of the interstitial markings. Area of increased density projects within the hilar regions. The cardiac silhouette is enlarged. The visualized bony skeleton is osteopenic.",
+      "impression": "1. Shallow inspiration. 2. Cardiomegaly. 3. Atelectasis versus infiltrate within the lung bases. 4. Underlying component of pulmonary edema versus nonedematous interstitial infiltrate is also of diagnostic consideration.",
+      "study_date": "20130527"
+    },
+    "metadata": {
+      "patient_id": "pGRDNA70YS0Z4OEC7",
+      "view_position": "AP",
+      "study_date": "20130604",
+      "comparison": "Prior chest x-ray of 3/3/1991.",
+      "indication": "Chest pain",
+      "age": "055Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNC6ITDZFUWC1E_aGRDNZHBPP1Q9ZYUJ_s1.2.826.0.1.3680043.8.498.80049228387772321116680748582777026351",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNC6ITDZFUWC1E/GRDNZHBPP1Q9ZYUJ/studies/1.2.826.0.1.3680043.8.498.80049228387772321116680748582777026351/series/1.2.826.0.1.3680043.8.498.56212443533878817047953796669514603776/instances/1.2.826.0.1.3680043.8.498.92723675826364783344391208287138927650.png",
+    "report_gt": "FINDINGS:\nThe degree of inspiration is shallow. There is no edema or consolidation. Heart size and pulmonary vascularity are normal. No adenopathy. No bone lesions.\n\nIMPRESSION:\nNo edema or consolidation. Shallow degree of inspiration.",
+    "findings": "The degree of inspiration is shallow. There is no edema or consolidation. Heart size and pulmonary vascularity are normal. No adenopathy. No bone lesions.",
+    "impression": "No edema or consolidation. Shallow degree of inspiration.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNC6ITDZFUWC1E/GRDNGS7KD65GP1PI/studies/1.2.826.0.1.3680043.8.498.49726291349512801435915964606598316357/series/1.2.826.0.1.3680043.8.498.66209015585937614896667570277196929919/instances/1.2.826.0.1.3680043.8.498.24728727434864268407318966505083463957.png",
+      "report": "FINDINGS:\nThere are low lung volumes. Heart size and pulmonary vasculature are prominent, likely accentuated by technique. Resolution of previous left lower lobe consolidation. No confluent airspace disease. No large pleural effusion or pneumothorax. No acute osseous abnormalities are seen.\n\nIMPRESSION:\nVery low lung volumes accentuating the cardiac silhouette and pulmonary vasculature. Pulmonary vascular congestion not excluded. No confluent airspace disease to suggest pneumonia.",
+      "findings": "There are low lung volumes. Heart size and pulmonary vasculature are prominent, likely accentuated by technique. Resolution of previous left lower lobe consolidation. No confluent airspace disease. No large pleural effusion or pneumothorax. No acute osseous abnormalities are seen.",
+      "impression": "Very low lung volumes accentuating the cardiac silhouette and pulmonary vasculature. Pulmonary vascular congestion not excluded. No confluent airspace disease to suggest pneumonia.",
+      "study_date": "20160920"
+    },
+    "metadata": {
+      "patient_id": "pGRDNC6ITDZFUWC1E",
+      "view_position": "AP",
+      "study_date": "20161009",
+      "comparison": "February 15, 1993",
+      "indication": "Cough and anemia",
+      "age": "068Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0T1EGH850XQY_aGRDN1ELPOWATPC2K_s1.2.826.0.1.3680043.8.498.63988719516416667725478664819829693893",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0T1EGH850XQY/GRDN1ELPOWATPC2K/studies/1.2.826.0.1.3680043.8.498.63988719516416667725478664819829693893/series/1.2.826.0.1.3680043.8.498.91260376417834639371767667237176045970/instances/1.2.826.0.1.3680043.8.498.44373717966846325447180543995139664241.png",
+    "report_gt": "FINDINGS:\nThe lungs are well-aerated. Mild left basilar airspace opacity could reflect mild pneumonia. There is no evidence of pleural effusion or pneumothorax. The heart is normal in size; the mediastinal contour is within normal limits. No acute osseous abnormalities are seen. Chronic left-sided rib deformities are again noted.\n\nIMPRESSION:\nMild left basilar airspace opacity could reflect mild pneumonia.",
+    "findings": "The lungs are well-aerated. Mild left basilar airspace opacity could reflect mild pneumonia. There is no evidence of pleural effusion or pneumothorax. The heart is normal in size; the mediastinal contour is within normal limits. No acute osseous abnormalities are seen. Chronic left-sided rib deformities are again noted.",
+    "impression": "Mild left basilar airspace opacity could reflect mild pneumonia.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDN0T1EGH850XQY/GRDN0Z6R80PF6OL3/studies/1.2.826.0.1.3680043.8.498.13796594050412963687733400106788727586/series/1.2.826.0.1.3680043.8.498.66834694322896150577178667457092766590/instances/1.2.826.0.1.3680043.8.498.57127627166386987030191468289011678108.png",
+      "report": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. No pneumothorax or pleural effusion is noted. Old left rib fractures are noted.\n\nIMPRESSION:\nNo active cardiopulmonary disease.",
+      "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. No pneumothorax or pleural effusion is noted. Old left rib fractures are noted.",
+      "impression": "No active cardiopulmonary disease.",
+      "study_date": "20180610"
+    },
+    "metadata": {
+      "patient_id": "pGRDN0T1EGH850XQY",
+      "view_position": "AP",
+      "study_date": "20180803",
+      "comparison": "Chest radiograph performed 4/26/2005",
+      "indication": "Acute onset of fever and cough. Initial encounter.",
+      "age": "039Y",
+      "sex": "F"
+    },
+    "eval_track": "followup"
+  }
+]

eval/sample_4/all_16.json

@@ -0,0 +1,1004 @@
+[
+  {
+    "study_id": "mimic_50639335",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p12/p12475198/s50639335/e4cb9fd1-a291ed0a-a3be1461-78de463c-57194e49.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___-year-old man status post cardiac arrest.\n \n COMPARISON: Outside chest radiograph from earlier today.\n \n FINDINGS:\n \n A single portable frontal upright view of the chest is provided. External\n pacing wires and electronics partially obscure the view. Moderate\n cardiomegaly is unchanged. Lung volumes have slightly increased. Mild\n pulmonary edema persists. There is no focal consolidation, large pleural\n effusion or pneumothorax. Sternotomy wires are noted.\n \n IMPRESSION:\n \n Moderate cardiomegaly and mild pulmonary edema.",
+    "findings": "A single portable frontal upright view of the chest is provided. External\n pacing wires and electronics partially obscure the view. Moderate\n cardiomegaly is unchanged. Lung volumes have slightly increased. Mild\n pulmonary edema persists. There is no focal consolidation, large pleural\n effusion or pneumothorax. Sternotomy wires are noted.",
+    "impression": "Moderate cardiomegaly and mild pulmonary edema.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p12/p12475198/s58387960/8f34e6a7-a9a93480-381afaf2-33925be7-c183ae6f.jpg",
+      "report": "FINDINGS:\nAP view of the chest. A temporary pacemaker lead is unchanged and\n in appropriate position. Mild cardiomegaly is unchanged. No focal\n consolidation, pleural effusion or pneumothorax.\n\nIMPRESSION:\nTemporary pacemaker lead is in appropriate position. No acute\n cardiopulmonary process.",
+      "findings": "AP view of the chest. A temporary pacemaker lead is unchanged and\n in appropriate position. Mild cardiomegaly is unchanged. No focal\n consolidation, pleural effusion or pneumothorax.",
+      "impression": "",
+      "study_date": "2156-07-13",
+      "study_id": "58387960"
+    },
+    "metadata": {
+      "subject_id": "12475198",
+      "view_position": "AP",
+      "comparison": "Outside chest radiograph from earlier today.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "1.0",
+        "Consolidation": "",
+        "Edema": "1.0",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2156-07-29"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_50289849",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p10/p10933609/s50289849/add88ac4-2338dc16-a58a1ae9-57b1ecae-0a8f018a.jpg",
+    "report_gt": "FINAL REPORT\n EXAM: Chest frontal and lateral views.\n \n CLINICAL INFORMATION: ___-year-old male with history of altered mental status,\n concern for infectious etiology.\n \n COMPARISON: ___.\n \n FINDINGS: Frontal and lateral views of the chest were obtained. There is\n interval increase in bilateral upper lobe opacities, right greater than left. \n Evidence of scarring is again seen with retraction of the hila bilaterally. \n No large pleural effusion or pneumothorax is seen. Evidence of a left-sided\n rib fracture is again seen, although not well evaluated. Cardiac and\n mediastinal silhouettes are stable.\n \n IMPRESSION: Interval increase in bilateral upper lobe, right greater than\n left opacities raises concern for infectious process superimposed on chronic\n changes.",
+    "findings": "Frontal and lateral views of the chest were obtained. There is\n interval increase in bilateral upper lobe opacities, right greater than left. \n Evidence of scarring is again seen with retraction of the hila bilaterally. \n No large pleural effusion or pneumothorax is seen. Evidence of a left-sided\n rib fracture is again seen, although not well evaluated. Cardiac and\n mediastinal silhouettes are stable.",
+    "impression": "Interval increase in bilateral upper lobe, right greater than\n left opacities raises concern for infectious process superimposed on chronic\n changes.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p10/p10933609/s55447530/67046a75-310cfff1-2dd57e2f-6208c141-d18736f5.jpg",
+      "report": "FINDINGS:\nPA and lateral views of the chest were obtained. Linear opacities\n in the upper lungs are noted with associated retraction of the hila likely\n reflecting scarring in this patient with prior pneumonia. Subtle opacity in\n the left lower lobe retrocardiac region is of unclear etiology. No large\n effusion or pneumothorax. Old left lower rib fractures are noted.\n\nIMPRESSION:\nAreas of scarring in the upper lungs. Subtle opacity in left\n lower lobe. Please correlate with CT chest performed earlier same day for\n further details.",
+      "findings": "PA and lateral views of the chest were obtained. Linear opacities\n in the upper lungs are noted with associated retraction of the hila likely\n reflecting scarring in this patient with prior pneumonia. Subtle opacity in\n the left lower lobe retrocardiac region is of unclear etiology. No large\n effusion or pneumothorax. Old left lower rib fractures are noted.",
+      "impression": "",
+      "study_date": "2151-05-14",
+      "study_id": "55447530"
+    },
+    "metadata": {
+      "subject_id": "10933609",
+      "view_position": "PA",
+      "comparison": "___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "1.0",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "-1.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2151-05-26",
+      "admission_info": {
+        "hadm_id": 28537984,
+        "admittime": "2151-05-26 19:03:00",
+        "dischtime": "2151-06-03 17:19:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 55,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "486",
+            "version": 9,
+            "description": "Pneumonia, organism unspecified"
+          },
+          {
+            "code": "34830",
+            "version": 9,
+            "description": "Encephalopathy, unspecified"
+          },
+          {
+            "code": "2639",
+            "version": 9,
+            "description": "Unspecified protein-calorie malnutrition"
+          },
+          {
+            "code": "2682",
+            "version": 9,
+            "description": "Osteomalacia, unspecified"
+          },
+          {
+            "code": "2689",
+            "version": 9,
+            "description": "Unspecified vitamin D deficiency"
+          },
+          {
+            "code": "2662",
+            "version": 9,
+            "description": "Other B-complex deficiencies"
+          },
+          {
+            "code": "28529",
+            "version": 9,
+            "description": "Anemia of other chronic disease"
+          },
+          {
+            "code": "29680",
+            "version": 9,
+            "description": "Bipolar disorder, unspecified"
+          },
+          {
+            "code": "34690",
+            "version": 9,
+            "description": "Migraine, unspecified, without mention of intractable migraine without mention of status migrainosus"
+          },
+          {
+            "code": "28860",
+            "version": 9,
+            "description": "Leukocytosis, unspecified"
+          },
+          {
+            "code": "5778",
+            "version": 9,
+            "description": "Other specified diseases of pancreas"
+          },
+          {
+            "code": "78052",
+            "version": 9,
+            "description": "Insomnia, unspecified"
+          },
+          {
+            "code": "30000",
+            "version": 9,
+            "description": "Anxiety state, unspecified"
+          },
+          {
+            "code": "7813",
+            "version": 9,
+            "description": "Lack of coordination"
+          },
+          {
+            "code": "78097",
+            "version": 9,
+            "description": "Altered mental status"
+          },
+          {
+            "code": "3569",
+            "version": 9,
+            "description": "Unspecified hereditary and idiopathic peripheral neuropathy"
+          },
+          {
+            "code": "7245",
+            "version": 9,
+            "description": "Backache, unspecified"
+          },
+          {
+            "code": "V4586",
+            "version": 9,
+            "description": "Bariatric surgery status"
+          },
+          {
+            "code": "V8812",
+            "version": 9,
+            "description": "Acquired partial absence of pancreas"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Bicarbonate",
+            "value": "21",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "10.6",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.9",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "527",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "35.8",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "3.2",
+            "unit": "mmol/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "13",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "107",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.7",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.2",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "139",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "16",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_58000887",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14851532/s58000887/7d620442-deb05a77-a0f55a7e-f9f1d0e1-99509e35.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___ year old man with CHF with weight gain and dyspnea //\n evaluate for volume overload/pulm edema/effusion\n \n TECHNIQUE: Chest PA and lateral\n \n FINDINGS: \n \n As compared to ___, interval worsening moderate pulmonary edema. \n Right moderate pleural effusion has also slightly increased. Small left\n effusion persists. Left lower lobe parenchymal opacity in the superior\n segment is now obscured by increasing pulmonary edema. Moderate cardiomegaly.\n No pneumothorax.\n \n IMPRESSION: \n \n Worsening moderate pulmonary edema as well as right moderate effusion.\n \n Left lower lobe parenchymal opacity in the superior segment is now obscured\n by increasing pulmonary edema.",
+    "findings": "As compared to ___, interval worsening moderate pulmonary edema. \n Right moderate pleural effusion has also slightly increased. Small left\n effusion persists. Left lower lobe parenchymal opacity in the superior\n segment is now obscured by increasing pulmonary edema. Moderate cardiomegaly.\n No pneumothorax.",
+    "impression": "Worsening moderate pulmonary edema as well as right moderate effusion.\n \n Left lower lobe parenchymal opacity in the superior segment is now obscured\n by increasing pulmonary edema.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14851532/s57086484/f9af4910-694f5e1f-75e4a512-0bd1c6dc-e4616d88.jpg",
+      "report": "FINDINGS:\nHeart size is enlarged but stable. There are chronic coarsened interstitial\n markings. The opacity in the left suprahilar region is partially attributed\n to postsurgical scarring as well as the previously seen consolidation, however\n is not well evaluated on this single frontal projection.\n Right pleural effusion is increased, now small to moderate.\n\nIMPRESSION:\n1. Increased right pleural effusion since the prior radiographs.\n 2. Moderate cardiomegaly, stable.\n 3. Left suprahilar opacity is attributed to postsurgical scarring and a\n previously seen consolidation, however is less well evaluated on the current\n radiograph. Frontal and lateral projections can be obtained for further\n evaluation as needed.",
+      "findings": "Heart size is enlarged but stable. There are chronic coarsened interstitial\n markings. The opacity in the left suprahilar region is partially attributed\n to postsurgical scarring as well as the previously seen consolidation, however\n is not well evaluated on this single frontal projection.\n Right pleural effusion is increased, now small to moderate.",
+      "impression": "",
+      "study_date": "2192-12-25",
+      "study_id": "57086484"
+    },
+    "metadata": {
+      "subject_id": "14851532",
+      "view_position": "AP",
+      "comparison": "",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "1.0",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "-1.0",
+        "No Finding": "",
+        "Pleural Effusion": "1.0",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2192-12-29",
+      "admission_info": {
+        "hadm_id": 22039917,
+        "admittime": "2192-12-25 18:58:00",
+        "dischtime": "2193-01-19 17:00:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 79,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "I5023",
+            "version": 10,
+            "description": "Acute on chronic systolic (congestive) heart failure"
+          },
+          {
+            "code": "R570",
+            "version": 10,
+            "description": "Cardiogenic shock"
+          },
+          {
+            "code": "K7200",
+            "version": 10,
+            "description": "Acute and subacute hepatic failure without coma"
+          },
+          {
+            "code": "J9601",
+            "version": 10,
+            "description": "Acute respiratory failure with hypoxia"
+          },
+          {
+            "code": "N170",
+            "version": 10,
+            "description": "Acute kidney failure with tubular necrosis"
+          },
+          {
+            "code": "D6959",
+            "version": 10,
+            "description": "Other secondary thrombocytopenia"
+          },
+          {
+            "code": "I4892",
+            "version": 10,
+            "description": "Unspecified atrial flutter"
+          },
+          {
+            "code": "K567",
+            "version": 10,
+            "description": "Ileus, unspecified"
+          },
+          {
+            "code": "N390",
+            "version": 10,
+            "description": "Urinary tract infection, site not specified"
+          },
+          {
+            "code": "D689",
+            "version": 10,
+            "description": "Coagulation defect, unspecified"
+          },
+          {
+            "code": "I4891",
+            "version": 10,
+            "description": "Unspecified atrial fibrillation"
+          },
+          {
+            "code": "I2510",
+            "version": 10,
+            "description": "Atherosclerotic heart disease of native coronary artery without angina pectoris"
+          },
+          {
+            "code": "I10",
+            "version": 10,
+            "description": "Essential (primary) hypertension"
+          },
+          {
+            "code": "Z951",
+            "version": 10,
+            "description": "Presence of aortocoronary bypass graft"
+          },
+          {
+            "code": "Z955",
+            "version": 10,
+            "description": "Presence of coronary angioplasty implant and graft"
+          },
+          {
+            "code": "Z87891",
+            "version": 10,
+            "description": "Personal history of nicotine dependence"
+          },
+          {
+            "code": "J449",
+            "version": 10,
+            "description": "Chronic obstructive pulmonary disease, unspecified"
+          },
+          {
+            "code": "E119",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus without complications"
+          },
+          {
+            "code": "Z794",
+            "version": 10,
+            "description": "Long term (current) use of insulin"
+          },
+          {
+            "code": "Z9981",
+            "version": 10,
+            "description": "Dependence on supplemental oxygen"
+          },
+          {
+            "code": "I739",
+            "version": 10,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "K219",
+            "version": 10,
+            "description": "Gastro-esophageal reflux disease without esophagitis"
+          },
+          {
+            "code": "E039",
+            "version": 10,
+            "description": "Hypothyroidism, unspecified"
+          },
+          {
+            "code": "Z85118",
+            "version": 10,
+            "description": "Personal history of other malignant neoplasm of bronchus and lung"
+          },
+          {
+            "code": "Z66",
+            "version": 10,
+            "description": "Do not resuscitate"
+          },
+          {
+            "code": "I255",
+            "version": 10,
+            "description": "Ischemic cardiomyopathy"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Troponin T",
+            "value": "___",
+            "unit": "ng/mL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "12.1",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.2",
+            "unit": "g/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "138",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "9.8",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "19",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "24",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "90",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.3",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.0",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "129",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "BUN",
+            "value": "33",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "1.5",
+            "unit": "mmol/L",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_52736852",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14556809/s52736852/2dfbf7e0-85ed2f34-4c60e220-a5f1fa98-464b3ce2.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___ year old woman with desaturation on RA to 70s // ?pneumonia\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: Chest radiograph from ___ and CT from ___\n \n FINDINGS: \n \n The lung volumes are low. Unchanged chronic elevation of right hemidiaphragm.\n No evidence of focal consolidation. No pulmonary edema. The\n cardiomediastinal and hilar contours are normal. Trace, if any, bilateral\n pleural effusions. No pneumothoraces. The single lead left ICD is intact\n without any lead terminating in the right ventricle.\n \n IMPRESSION: \n \n No acute cardiopulmonary process.",
+    "findings": "The lung volumes are low. Unchanged chronic elevation of right hemidiaphragm.\n No evidence of focal consolidation. No pulmonary edema. The\n cardiomediastinal and hilar contours are normal. Trace, if any, bilateral\n pleural effusions. No pneumothoraces. The single lead left ICD is intact\n without any lead terminating in the right ventricle.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14556809/s53779297/ba22c676-fe74f3b9-b6e53609-c7281450-9f52ce69.jpg",
+      "report": "FINDINGS:\nThe cardiac silhouette is unremarkable. The right hilum is prominent, but\n stable in comparison to multiple priors. No definite pleural effusions\n identified. There is no pneumothorax. Again seen is a left-sided AICD, with\n stable position of the single lead in the right ventricle.\n\nIMPRESSION:\nNo acute intrathoracic abnormality.",
+      "findings": "The cardiac silhouette is unremarkable. The right hilum is prominent, but\n stable in comparison to multiple priors. No definite pleural effusions\n identified. There is no pneumothorax. Again seen is a left-sided AICD, with\n stable position of the single lead in the right ventricle.",
+      "impression": "",
+      "study_date": "2203-04-12",
+      "study_id": "53779297"
+    },
+    "metadata": {
+      "subject_id": "14556809",
+      "view_position": "AP",
+      "comparison": "Chest radiograph from ___ and CT from ___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2204-05-19",
+      "admission_info": {
+        "hadm_id": 22913878,
+        "admittime": "2204-05-18 17:36:00",
+        "dischtime": "2204-05-24 11:40:00",
+        "admission_type": "DIRECT EMER.",
+        "demographics": {
+          "age": 69,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "E11621",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with foot ulcer"
+          },
+          {
+            "code": "L97429",
+            "version": 10,
+            "description": "Non-pressure chronic ulcer of left heel and midfoot with unspecified severity"
+          },
+          {
+            "code": "L97419",
+            "version": 10,
+            "description": "Non-pressure chronic ulcer of right heel and midfoot with unspecified severity"
+          },
+          {
+            "code": "E1140",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with diabetic neuropathy, unspecified"
+          },
+          {
+            "code": "Z794",
+            "version": 10,
+            "description": "Long term (current) use of insulin"
+          },
+          {
+            "code": "I509",
+            "version": 10,
+            "description": "Heart failure, unspecified"
+          },
+          {
+            "code": "F329",
+            "version": 10,
+            "description": "Major depressive disorder, single episode, unspecified"
+          },
+          {
+            "code": "E039",
+            "version": 10,
+            "description": "Hypothyroidism, unspecified"
+          },
+          {
+            "code": "M4800",
+            "version": 10,
+            "description": "Spinal stenosis, site unspecified"
+          },
+          {
+            "code": "M1990",
+            "version": 10,
+            "description": "Unspecified osteoarthritis, unspecified site"
+          },
+          {
+            "code": "E669",
+            "version": 10,
+            "description": "Obesity, unspecified"
+          },
+          {
+            "code": "Z6832",
+            "version": 10,
+            "description": "Body mass index [BMI] 32.0-32.9, adult"
+          },
+          {
+            "code": "I739",
+            "version": 10,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "Z87891",
+            "version": 10,
+            "description": "Personal history of nicotine dependence"
+          },
+          {
+            "code": "F1021",
+            "version": 10,
+            "description": "Alcohol dependence, in remission"
+          },
+          {
+            "code": "F1421",
+            "version": 10,
+            "description": "Cocaine dependence, in remission"
+          },
+          {
+            "code": "G4733",
+            "version": 10,
+            "description": "Obstructive sleep apnea (adult) (pediatric)"
+          },
+          {
+            "code": "B9689",
+            "version": 10,
+            "description": "Other specified bacterial agents as the cause of diseases classified elsewhere"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "13.2",
+            "unit": "g/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "MCHC",
+            "value": "31.4",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "148",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "8.1",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "17",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "27",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "94",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.1",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "3.9",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "134",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "15",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "chexpert_patient64623_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64623/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.\n\nIMPRESSION:\n1. Stable opacification of the left base, with small pleural effusion.",
+    "findings": "AP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.",
+    "impression": "1. Stable opacification of the left base, with small pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64623",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "1/18/2001",
+      "age": "74.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64683_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64683/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nLow lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.\n\nIMPRESSION:\n1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "findings": "Low lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.",
+    "impression": "1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64683",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "11/11/2003",
+      "age": "77.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64606_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64606/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle lead cardiac pacer with a residual small left pleural effusion.\n\nIMPRESSION:\n1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Single lead cardiac pacer with a residual small left pleural effusion.",
+    "impression": "1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64606",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "8/1/2019",
+      "age": "85.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64700_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64700/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.\n\nIMPRESSION:\n1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.",
+    "impression": "1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64700",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "Chest x-ray 30/11",
+      "age": "79.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNB7FZ8ZW9M8J5_aGRDNMFDNTJG52CWI_s1.2.826.0.1.3680043.8.498.19165707506134053890496732472404253205",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNB7FZ8ZW9M8J5/GRDNMFDNTJG52CWI/studies/1.2.826.0.1.3680043.8.498.19165707506134053890496732472404253205/series/1.2.826.0.1.3680043.8.498.41488220987183332169600925883557598351/instances/1.2.826.0.1.3680043.8.498.61011656784969851893206441617088246614.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo acute cardiopulmonary process, specifically no pneumothorax or radiopaque foreign bodies.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No acute cardiopulmonary process, specifically no pneumothorax or radiopaque foreign bodies.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNB7FZ8ZW9M8J5",
+      "view_position": "AP",
+      "study_date": "20160304",
+      "comparison": "None.",
+      "indication": "Gunshot wound to left chest.",
+      "age": "024Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0S0HH0VWIX7A_aGRDN62R5Z1JDBID1_s1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0S0HH0VWIX7A/GRDN62R5Z1JDBID1/studies/1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833/series/1.2.826.0.1.3680043.8.498.43453542902963623125672432691519323167/instances/1.2.826.0.1.3680043.8.498.81180794945653867653252466852401456102.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0S0HH0VWIX7A",
+      "view_position": "AP",
+      "study_date": "20180215",
+      "comparison": "None.",
+      "indication": "Initial evaluation for acute trauma, ATV accident.",
+      "age": "017Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNGN2IT6IA32YK_aGRDNBY2EVYYGEESS_s1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNGN2IT6IA32YK/GRDNBY2EVYYGEESS/studies/1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179/series/1.2.826.0.1.3680043.8.498.50125526104458329368280576233270794392/instances/1.2.826.0.1.3680043.8.498.71988182478685008349430558684611608262.png",
+    "report_gt": "FINDINGS:\nTracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.\n\nIMPRESSION:\nAbnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "findings": "Tracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.",
+    "impression": "Abnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNGN2IT6IA32YK",
+      "view_position": "AP",
+      "study_date": "20200729",
+      "comparison": "None.",
+      "indication": "Cough. Tracheostomy.",
+      "age": "078Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0WIJ80C2OWMX_aGRDN522YU6ZLM6Y4_s1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0WIJ80C2OWMX/GRDN522YU6ZLM6Y4/studies/1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248/series/1.2.826.0.1.3680043.8.498.53626045873562380126789147281023561364/instances/1.2.826.0.1.3680043.8.498.87299624757027904408035513386056195132.png",
+    "report_gt": "FINDINGS:\nNormal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.\n\nIMPRESSION:\nMild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "findings": "Normal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.",
+    "impression": "Mild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0WIJ80C2OWMX",
+      "view_position": "PA",
+      "study_date": "20210426",
+      "comparison": "None.",
+      "indication": "Dyspnea",
+      "age": "064Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1133_IM-0090",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1133_IM-0090-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.\n\nIMPRESSION:\nFindings of COPD with no acute changes.",
+    "findings": "Lungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.",
+    "impression": "Findings of COPD with no acute changes.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1133_IM-0090",
+      "comparison": "XXXX XXXX, XXXX.",
+      "indication": "Indication: recurrent XXXX Comparison: XXXX XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3335_IM-1598",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3335_IM-1598-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. Degenerative changes in the thoracic spine.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+    "findings": "Heart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. Degenerative changes in the thoracic spine.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3335_IM-1598",
+      "comparison": "None.",
+      "indication": "Indication: chest pain Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR344_IM-1664",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/344_IM-1664-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality..",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality..",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR344_IM-1664",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old male with chest pain. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR795_IM-2331",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/795_IM-2331-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.\n\nIMPRESSION:\nNormal chest No evidence of tuberculosis.",
+    "findings": "Heart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.",
+    "impression": "Normal chest No evidence of tuberculosis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR795_IM-2331",
+      "comparison": "None.",
+      "indication": "Indication: tuberculosis positive PPD Comparison: None."
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_4/chexpert_plus_4.json

@@ -0,0 +1,82 @@
+[
+  {
+    "study_id": "chexpert_patient64623_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64623/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nAP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.\n\nIMPRESSION:\n1. Stable opacification of the left base, with small pleural effusion.",
+    "findings": "AP semierect chest radiograph demonstrates a nasoenteric tube \nprojecting over the right mediastinum, with the right apical chest \ndrain and epidural catheter, unchanged. Unchanged cardiomegaly. Low \nlung volumes, with unchanged opacification of the left base and small \nleft pleural effusion.\n \nMultilevel osteophytosis of the lower thoracic spine. Mild \ndegenerative change of the right acromioclavicular joint.",
+    "impression": "1. Stable opacification of the left base, with small pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64623",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "1/18/2001",
+      "age": "74.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64683_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64683/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nLow lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.\n\nIMPRESSION:\n1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "findings": "Low lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.",
+    "impression": "1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64683",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "11/11/2003",
+      "age": "77.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64606_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64606/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle lead cardiac pacer with a residual small left pleural effusion.\n\nIMPRESSION:\n1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Single lead cardiac pacer with a residual small left pleural effusion.",
+    "impression": "1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64606",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "8/1/2019",
+      "age": "85.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64700_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64700/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.\n\nIMPRESSION:\n1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.",
+    "impression": "1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64700",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "Chest x-ray 30/11",
+      "age": "79.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_4/iu_xray_4.json

@@ -0,0 +1,70 @@
+[
+  {
+    "study_id": "iu_CXR1133_IM-0090",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1133_IM-0090-1001.dcm.png",
+    "report_gt": "FINDINGS:\nLungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.\n\nIMPRESSION:\nFindings of COPD with no acute changes.",
+    "findings": "Lungs are hyperexpanded. No infiltrates or masses. The eventration of the left hemidiaphragm identified previously is largely unchanged since the previous computed tomogram. Pulmonary XXXX are normal.",
+    "impression": "Findings of COPD with no acute changes.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1133_IM-0090",
+      "comparison": "XXXX XXXX, XXXX.",
+      "indication": "Indication: recurrent XXXX Comparison: XXXX XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR3335_IM-1598",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/3335_IM-1598-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. Degenerative changes in the thoracic spine.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+    "findings": "Heart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. Degenerative changes in the thoracic spine.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR3335_IM-1598",
+      "comparison": "None.",
+      "indication": "Indication: chest pain Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR344_IM-1664",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/344_IM-1664-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality..",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality..",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR344_IM-1664",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old male with chest pain. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR795_IM-2331",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/795_IM-2331-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.\n\nIMPRESSION:\nNormal chest No evidence of tuberculosis.",
+    "findings": "Heart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.",
+    "impression": "Normal chest No evidence of tuberculosis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR795_IM-2331",
+      "comparison": "None.",
+      "indication": "Indication: tuberculosis positive PPD Comparison: None."
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_4/mimic_cxr_4.json

@@ -0,0 +1,772 @@
+[
+  {
+    "study_id": "mimic_50639335",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p12/p12475198/s50639335/e4cb9fd1-a291ed0a-a3be1461-78de463c-57194e49.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___-year-old man status post cardiac arrest.\n \n COMPARISON: Outside chest radiograph from earlier today.\n \n FINDINGS:\n \n A single portable frontal upright view of the chest is provided. External\n pacing wires and electronics partially obscure the view. Moderate\n cardiomegaly is unchanged. Lung volumes have slightly increased. Mild\n pulmonary edema persists. There is no focal consolidation, large pleural\n effusion or pneumothorax. Sternotomy wires are noted.\n \n IMPRESSION:\n \n Moderate cardiomegaly and mild pulmonary edema.",
+    "findings": "A single portable frontal upright view of the chest is provided. External\n pacing wires and electronics partially obscure the view. Moderate\n cardiomegaly is unchanged. Lung volumes have slightly increased. Mild\n pulmonary edema persists. There is no focal consolidation, large pleural\n effusion or pneumothorax. Sternotomy wires are noted.",
+    "impression": "Moderate cardiomegaly and mild pulmonary edema.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p12/p12475198/s58387960/8f34e6a7-a9a93480-381afaf2-33925be7-c183ae6f.jpg",
+      "report": "FINDINGS:\nAP view of the chest. A temporary pacemaker lead is unchanged and\n in appropriate position. Mild cardiomegaly is unchanged. No focal\n consolidation, pleural effusion or pneumothorax.\n\nIMPRESSION:\nTemporary pacemaker lead is in appropriate position. No acute\n cardiopulmonary process.",
+      "findings": "AP view of the chest. A temporary pacemaker lead is unchanged and\n in appropriate position. Mild cardiomegaly is unchanged. No focal\n consolidation, pleural effusion or pneumothorax.",
+      "impression": "",
+      "study_date": "2156-07-13",
+      "study_id": "58387960"
+    },
+    "metadata": {
+      "subject_id": "12475198",
+      "view_position": "AP",
+      "comparison": "Outside chest radiograph from earlier today.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "1.0",
+        "Consolidation": "",
+        "Edema": "1.0",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2156-07-29"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_50289849",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p10/p10933609/s50289849/add88ac4-2338dc16-a58a1ae9-57b1ecae-0a8f018a.jpg",
+    "report_gt": "FINAL REPORT\n EXAM: Chest frontal and lateral views.\n \n CLINICAL INFORMATION: ___-year-old male with history of altered mental status,\n concern for infectious etiology.\n \n COMPARISON: ___.\n \n FINDINGS: Frontal and lateral views of the chest were obtained. There is\n interval increase in bilateral upper lobe opacities, right greater than left. \n Evidence of scarring is again seen with retraction of the hila bilaterally. \n No large pleural effusion or pneumothorax is seen. Evidence of a left-sided\n rib fracture is again seen, although not well evaluated. Cardiac and\n mediastinal silhouettes are stable.\n \n IMPRESSION: Interval increase in bilateral upper lobe, right greater than\n left opacities raises concern for infectious process superimposed on chronic\n changes.",
+    "findings": "Frontal and lateral views of the chest were obtained. There is\n interval increase in bilateral upper lobe opacities, right greater than left. \n Evidence of scarring is again seen with retraction of the hila bilaterally. \n No large pleural effusion or pneumothorax is seen. Evidence of a left-sided\n rib fracture is again seen, although not well evaluated. Cardiac and\n mediastinal silhouettes are stable.",
+    "impression": "Interval increase in bilateral upper lobe, right greater than\n left opacities raises concern for infectious process superimposed on chronic\n changes.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p10/p10933609/s55447530/67046a75-310cfff1-2dd57e2f-6208c141-d18736f5.jpg",
+      "report": "FINDINGS:\nPA and lateral views of the chest were obtained. Linear opacities\n in the upper lungs are noted with associated retraction of the hila likely\n reflecting scarring in this patient with prior pneumonia. Subtle opacity in\n the left lower lobe retrocardiac region is of unclear etiology. No large\n effusion or pneumothorax. Old left lower rib fractures are noted.\n\nIMPRESSION:\nAreas of scarring in the upper lungs. Subtle opacity in left\n lower lobe. Please correlate with CT chest performed earlier same day for\n further details.",
+      "findings": "PA and lateral views of the chest were obtained. Linear opacities\n in the upper lungs are noted with associated retraction of the hila likely\n reflecting scarring in this patient with prior pneumonia. Subtle opacity in\n the left lower lobe retrocardiac region is of unclear etiology. No large\n effusion or pneumothorax. Old left lower rib fractures are noted.",
+      "impression": "",
+      "study_date": "2151-05-14",
+      "study_id": "55447530"
+    },
+    "metadata": {
+      "subject_id": "10933609",
+      "view_position": "PA",
+      "comparison": "___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "1.0",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "-1.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2151-05-26",
+      "admission_info": {
+        "hadm_id": 28537984,
+        "admittime": "2151-05-26 19:03:00",
+        "dischtime": "2151-06-03 17:19:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 55,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "486",
+            "version": 9,
+            "description": "Pneumonia, organism unspecified"
+          },
+          {
+            "code": "34830",
+            "version": 9,
+            "description": "Encephalopathy, unspecified"
+          },
+          {
+            "code": "2639",
+            "version": 9,
+            "description": "Unspecified protein-calorie malnutrition"
+          },
+          {
+            "code": "2682",
+            "version": 9,
+            "description": "Osteomalacia, unspecified"
+          },
+          {
+            "code": "2689",
+            "version": 9,
+            "description": "Unspecified vitamin D deficiency"
+          },
+          {
+            "code": "2662",
+            "version": 9,
+            "description": "Other B-complex deficiencies"
+          },
+          {
+            "code": "28529",
+            "version": 9,
+            "description": "Anemia of other chronic disease"
+          },
+          {
+            "code": "29680",
+            "version": 9,
+            "description": "Bipolar disorder, unspecified"
+          },
+          {
+            "code": "34690",
+            "version": 9,
+            "description": "Migraine, unspecified, without mention of intractable migraine without mention of status migrainosus"
+          },
+          {
+            "code": "28860",
+            "version": 9,
+            "description": "Leukocytosis, unspecified"
+          },
+          {
+            "code": "5778",
+            "version": 9,
+            "description": "Other specified diseases of pancreas"
+          },
+          {
+            "code": "78052",
+            "version": 9,
+            "description": "Insomnia, unspecified"
+          },
+          {
+            "code": "30000",
+            "version": 9,
+            "description": "Anxiety state, unspecified"
+          },
+          {
+            "code": "7813",
+            "version": 9,
+            "description": "Lack of coordination"
+          },
+          {
+            "code": "78097",
+            "version": 9,
+            "description": "Altered mental status"
+          },
+          {
+            "code": "3569",
+            "version": 9,
+            "description": "Unspecified hereditary and idiopathic peripheral neuropathy"
+          },
+          {
+            "code": "7245",
+            "version": 9,
+            "description": "Backache, unspecified"
+          },
+          {
+            "code": "V4586",
+            "version": 9,
+            "description": "Bariatric surgery status"
+          },
+          {
+            "code": "V8812",
+            "version": 9,
+            "description": "Acquired partial absence of pancreas"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Bicarbonate",
+            "value": "21",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "10.6",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.9",
+            "unit": "%",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "527",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "35.8",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "3.2",
+            "unit": "mmol/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "13",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "107",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.7",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.2",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "139",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "16",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_58000887",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14851532/s58000887/7d620442-deb05a77-a0f55a7e-f9f1d0e1-99509e35.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___ year old man with CHF with weight gain and dyspnea //\n evaluate for volume overload/pulm edema/effusion\n \n TECHNIQUE: Chest PA and lateral\n \n FINDINGS: \n \n As compared to ___, interval worsening moderate pulmonary edema. \n Right moderate pleural effusion has also slightly increased. Small left\n effusion persists. Left lower lobe parenchymal opacity in the superior\n segment is now obscured by increasing pulmonary edema. Moderate cardiomegaly.\n No pneumothorax.\n \n IMPRESSION: \n \n Worsening moderate pulmonary edema as well as right moderate effusion.\n \n Left lower lobe parenchymal opacity in the superior segment is now obscured\n by increasing pulmonary edema.",
+    "findings": "As compared to ___, interval worsening moderate pulmonary edema. \n Right moderate pleural effusion has also slightly increased. Small left\n effusion persists. Left lower lobe parenchymal opacity in the superior\n segment is now obscured by increasing pulmonary edema. Moderate cardiomegaly.\n No pneumothorax.",
+    "impression": "Worsening moderate pulmonary edema as well as right moderate effusion.\n \n Left lower lobe parenchymal opacity in the superior segment is now obscured\n by increasing pulmonary edema.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14851532/s57086484/f9af4910-694f5e1f-75e4a512-0bd1c6dc-e4616d88.jpg",
+      "report": "FINDINGS:\nHeart size is enlarged but stable. There are chronic coarsened interstitial\n markings. The opacity in the left suprahilar region is partially attributed\n to postsurgical scarring as well as the previously seen consolidation, however\n is not well evaluated on this single frontal projection.\n Right pleural effusion is increased, now small to moderate.\n\nIMPRESSION:\n1. Increased right pleural effusion since the prior radiographs.\n 2. Moderate cardiomegaly, stable.\n 3. Left suprahilar opacity is attributed to postsurgical scarring and a\n previously seen consolidation, however is less well evaluated on the current\n radiograph. Frontal and lateral projections can be obtained for further\n evaluation as needed.",
+      "findings": "Heart size is enlarged but stable. There are chronic coarsened interstitial\n markings. The opacity in the left suprahilar region is partially attributed\n to postsurgical scarring as well as the previously seen consolidation, however\n is not well evaluated on this single frontal projection.\n Right pleural effusion is increased, now small to moderate.",
+      "impression": "",
+      "study_date": "2192-12-25",
+      "study_id": "57086484"
+    },
+    "metadata": {
+      "subject_id": "14851532",
+      "view_position": "AP",
+      "comparison": "",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "1.0",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "-1.0",
+        "No Finding": "",
+        "Pleural Effusion": "1.0",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2192-12-29",
+      "admission_info": {
+        "hadm_id": 22039917,
+        "admittime": "2192-12-25 18:58:00",
+        "dischtime": "2193-01-19 17:00:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 79,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "I5023",
+            "version": 10,
+            "description": "Acute on chronic systolic (congestive) heart failure"
+          },
+          {
+            "code": "R570",
+            "version": 10,
+            "description": "Cardiogenic shock"
+          },
+          {
+            "code": "K7200",
+            "version": 10,
+            "description": "Acute and subacute hepatic failure without coma"
+          },
+          {
+            "code": "J9601",
+            "version": 10,
+            "description": "Acute respiratory failure with hypoxia"
+          },
+          {
+            "code": "N170",
+            "version": 10,
+            "description": "Acute kidney failure with tubular necrosis"
+          },
+          {
+            "code": "D6959",
+            "version": 10,
+            "description": "Other secondary thrombocytopenia"
+          },
+          {
+            "code": "I4892",
+            "version": 10,
+            "description": "Unspecified atrial flutter"
+          },
+          {
+            "code": "K567",
+            "version": 10,
+            "description": "Ileus, unspecified"
+          },
+          {
+            "code": "N390",
+            "version": 10,
+            "description": "Urinary tract infection, site not specified"
+          },
+          {
+            "code": "D689",
+            "version": 10,
+            "description": "Coagulation defect, unspecified"
+          },
+          {
+            "code": "I4891",
+            "version": 10,
+            "description": "Unspecified atrial fibrillation"
+          },
+          {
+            "code": "I2510",
+            "version": 10,
+            "description": "Atherosclerotic heart disease of native coronary artery without angina pectoris"
+          },
+          {
+            "code": "I10",
+            "version": 10,
+            "description": "Essential (primary) hypertension"
+          },
+          {
+            "code": "Z951",
+            "version": 10,
+            "description": "Presence of aortocoronary bypass graft"
+          },
+          {
+            "code": "Z955",
+            "version": 10,
+            "description": "Presence of coronary angioplasty implant and graft"
+          },
+          {
+            "code": "Z87891",
+            "version": 10,
+            "description": "Personal history of nicotine dependence"
+          },
+          {
+            "code": "J449",
+            "version": 10,
+            "description": "Chronic obstructive pulmonary disease, unspecified"
+          },
+          {
+            "code": "E119",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus without complications"
+          },
+          {
+            "code": "Z794",
+            "version": 10,
+            "description": "Long term (current) use of insulin"
+          },
+          {
+            "code": "Z9981",
+            "version": 10,
+            "description": "Dependence on supplemental oxygen"
+          },
+          {
+            "code": "I739",
+            "version": 10,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "K219",
+            "version": 10,
+            "description": "Gastro-esophageal reflux disease without esophagitis"
+          },
+          {
+            "code": "E039",
+            "version": 10,
+            "description": "Hypothyroidism, unspecified"
+          },
+          {
+            "code": "Z85118",
+            "version": 10,
+            "description": "Personal history of other malignant neoplasm of bronchus and lung"
+          },
+          {
+            "code": "Z66",
+            "version": 10,
+            "description": "Do not resuscitate"
+          },
+          {
+            "code": "I255",
+            "version": 10,
+            "description": "Ischemic cardiomyopathy"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Troponin T",
+            "value": "___",
+            "unit": "ng/mL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "12.1",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "33.2",
+            "unit": "g/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "138",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "9.8",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "19",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "24",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "90",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.3",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.0",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "129",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "BUN",
+            "value": "33",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Lactate",
+            "value": "1.5",
+            "unit": "mmol/L",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_52736852",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14556809/s52736852/2dfbf7e0-85ed2f34-4c60e220-a5f1fa98-464b3ce2.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___ year old woman with desaturation on RA to 70s // ?pneumonia\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: Chest radiograph from ___ and CT from ___\n \n FINDINGS: \n \n The lung volumes are low. Unchanged chronic elevation of right hemidiaphragm.\n No evidence of focal consolidation. No pulmonary edema. The\n cardiomediastinal and hilar contours are normal. Trace, if any, bilateral\n pleural effusions. No pneumothoraces. The single lead left ICD is intact\n without any lead terminating in the right ventricle.\n \n IMPRESSION: \n \n No acute cardiopulmonary process.",
+    "findings": "The lung volumes are low. Unchanged chronic elevation of right hemidiaphragm.\n No evidence of focal consolidation. No pulmonary edema. The\n cardiomediastinal and hilar contours are normal. Trace, if any, bilateral\n pleural effusions. No pneumothoraces. The single lead left ICD is intact\n without any lead terminating in the right ventricle.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14556809/s53779297/ba22c676-fe74f3b9-b6e53609-c7281450-9f52ce69.jpg",
+      "report": "FINDINGS:\nThe cardiac silhouette is unremarkable. The right hilum is prominent, but\n stable in comparison to multiple priors. No definite pleural effusions\n identified. There is no pneumothorax. Again seen is a left-sided AICD, with\n stable position of the single lead in the right ventricle.\n\nIMPRESSION:\nNo acute intrathoracic abnormality.",
+      "findings": "The cardiac silhouette is unremarkable. The right hilum is prominent, but\n stable in comparison to multiple priors. No definite pleural effusions\n identified. There is no pneumothorax. Again seen is a left-sided AICD, with\n stable position of the single lead in the right ventricle.",
+      "impression": "",
+      "study_date": "2203-04-12",
+      "study_id": "53779297"
+    },
+    "metadata": {
+      "subject_id": "14556809",
+      "view_position": "AP",
+      "comparison": "Chest radiograph from ___ and CT from ___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2204-05-19",
+      "admission_info": {
+        "hadm_id": 22913878,
+        "admittime": "2204-05-18 17:36:00",
+        "dischtime": "2204-05-24 11:40:00",
+        "admission_type": "DIRECT EMER.",
+        "demographics": {
+          "age": 69,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "E11621",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with foot ulcer"
+          },
+          {
+            "code": "L97429",
+            "version": 10,
+            "description": "Non-pressure chronic ulcer of left heel and midfoot with unspecified severity"
+          },
+          {
+            "code": "L97419",
+            "version": 10,
+            "description": "Non-pressure chronic ulcer of right heel and midfoot with unspecified severity"
+          },
+          {
+            "code": "E1140",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with diabetic neuropathy, unspecified"
+          },
+          {
+            "code": "Z794",
+            "version": 10,
+            "description": "Long term (current) use of insulin"
+          },
+          {
+            "code": "I509",
+            "version": 10,
+            "description": "Heart failure, unspecified"
+          },
+          {
+            "code": "F329",
+            "version": 10,
+            "description": "Major depressive disorder, single episode, unspecified"
+          },
+          {
+            "code": "E039",
+            "version": 10,
+            "description": "Hypothyroidism, unspecified"
+          },
+          {
+            "code": "M4800",
+            "version": 10,
+            "description": "Spinal stenosis, site unspecified"
+          },
+          {
+            "code": "M1990",
+            "version": 10,
+            "description": "Unspecified osteoarthritis, unspecified site"
+          },
+          {
+            "code": "E669",
+            "version": 10,
+            "description": "Obesity, unspecified"
+          },
+          {
+            "code": "Z6832",
+            "version": 10,
+            "description": "Body mass index [BMI] 32.0-32.9, adult"
+          },
+          {
+            "code": "I739",
+            "version": 10,
+            "description": "Peripheral vascular disease, unspecified"
+          },
+          {
+            "code": "Z87891",
+            "version": 10,
+            "description": "Personal history of nicotine dependence"
+          },
+          {
+            "code": "F1021",
+            "version": 10,
+            "description": "Alcohol dependence, in remission"
+          },
+          {
+            "code": "F1421",
+            "version": 10,
+            "description": "Cocaine dependence, in remission"
+          },
+          {
+            "code": "G4733",
+            "version": 10,
+            "description": "Obstructive sleep apnea (adult) (pediatric)"
+          },
+          {
+            "code": "B9689",
+            "version": 10,
+            "description": "Other specified bacterial agents as the cause of diseases classified elsewhere"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "13.2",
+            "unit": "g/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "MCHC",
+            "value": "31.4",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "148",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "WBC",
+            "value": "8.1",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "17",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "27",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "94",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.1",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "3.9",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "134",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "15",
+            "unit": "mg/dL",
+            "flag": "normal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  }
+]

eval/sample_4/rexgradient_4.json

@@ -0,0 +1,86 @@
+[
+  {
+    "study_id": "rexgrad_pGRDNB7FZ8ZW9M8J5_aGRDNMFDNTJG52CWI_s1.2.826.0.1.3680043.8.498.19165707506134053890496732472404253205",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNB7FZ8ZW9M8J5/GRDNMFDNTJG52CWI/studies/1.2.826.0.1.3680043.8.498.19165707506134053890496732472404253205/series/1.2.826.0.1.3680043.8.498.41488220987183332169600925883557598351/instances/1.2.826.0.1.3680043.8.498.61011656784969851893206441617088246614.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo acute cardiopulmonary process, specifically no pneumothorax or radiopaque foreign bodies.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No acute cardiopulmonary process, specifically no pneumothorax or radiopaque foreign bodies.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNB7FZ8ZW9M8J5",
+      "view_position": "AP",
+      "study_date": "20160304",
+      "comparison": "None.",
+      "indication": "Gunshot wound to left chest.",
+      "age": "024Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0S0HH0VWIX7A_aGRDN62R5Z1JDBID1_s1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0S0HH0VWIX7A/GRDN62R5Z1JDBID1/studies/1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833/series/1.2.826.0.1.3680043.8.498.43453542902963623125672432691519323167/instances/1.2.826.0.1.3680043.8.498.81180794945653867653252466852401456102.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0S0HH0VWIX7A",
+      "view_position": "AP",
+      "study_date": "20180215",
+      "comparison": "None.",
+      "indication": "Initial evaluation for acute trauma, ATV accident.",
+      "age": "017Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNGN2IT6IA32YK_aGRDNBY2EVYYGEESS_s1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNGN2IT6IA32YK/GRDNBY2EVYYGEESS/studies/1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179/series/1.2.826.0.1.3680043.8.498.50125526104458329368280576233270794392/instances/1.2.826.0.1.3680043.8.498.71988182478685008349430558684611608262.png",
+    "report_gt": "FINDINGS:\nTracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.\n\nIMPRESSION:\nAbnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "findings": "Tracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.",
+    "impression": "Abnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNGN2IT6IA32YK",
+      "view_position": "AP",
+      "study_date": "20200729",
+      "comparison": "None.",
+      "indication": "Cough. Tracheostomy.",
+      "age": "078Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0WIJ80C2OWMX_aGRDN522YU6ZLM6Y4_s1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0WIJ80C2OWMX/GRDN522YU6ZLM6Y4/studies/1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248/series/1.2.826.0.1.3680043.8.498.53626045873562380126789147281023561364/instances/1.2.826.0.1.3680043.8.498.87299624757027904408035513386056195132.png",
+    "report_gt": "FINDINGS:\nNormal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.\n\nIMPRESSION:\nMild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "findings": "Normal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.",
+    "impression": "Mild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0WIJ80C2OWMX",
+      "view_position": "PA",
+      "study_date": "20210426",
+      "comparison": "None.",
+      "indication": "Dyspnea",
+      "age": "064Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_5/chexpert_plus_5.json

@@ -0,0 +1,102 @@
+[
+  {
+    "study_id": "chexpert_patient64683_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64683/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nLow lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.\n\nIMPRESSION:\n1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "findings": "Low lung volumes. Increasing right basilar opacity. Persistent dense \nleft retrocardiac opacity with air bronchograms with some improved \naeration noted in the midlung zone. The mid to upper lung zones \nbilaterally are relatively clear. Decreased left pleural effusion.\n \nThe cardiomediastinal silhouette is similar in configuration and \nobscured along the left heart border. Similar perihilar vascular \nprominence.\n \nDegenerative changes of the spine.",
+    "impression": "1. Low lung volumes. Increasing right basilar opacity which may \nrepresent atelectasis and the presence of low lung volumes though \ninfection or aspiration would be difficult to exclude. Additional \npersistent dense left retrocardiac opacity with evidence of air \nbronchograms suggesting consolidation, including pneumonia in the \nappropriate clinical setting, though there is some improved aeration \nin the left midlung zone. \n \n2. Decreased left pleural effusion.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64683",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "11/11/2003",
+      "age": "77.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64606_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64606/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSingle lead cardiac pacer with a residual small left pleural effusion.\n\nIMPRESSION:\n1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Single lead cardiac pacer with a residual small left pleural effusion.",
+    "impression": "1. Residual small left pleural effusion.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64606",
+      "report_date_order": 1,
+      "view_position": "PA",
+      "comparison": "8/1/2019",
+      "age": "85.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64700_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64700/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nInterval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.\n\nIMPRESSION:\n1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "Interval removal of right AICD. Interval placement of right IJ \napproach transvenous pacer.\n \nSevere cardiomegaly with enlarged pulmonary arteries reflecting \npulmonary hypertension. Mild left basilar opacity. No large pleural \neffusion. Right costophrenic angle is not included in field of view. \nNo visualized pneumothorax.",
+    "impression": "1. Interval removal of right ICD with placement of right IJ approach \ntransvenous pacer. No visualized pneumothorax.\n \n2. Severe cardiomegaly with markedly enlarged pulmonary arteries, \nreflecting pulmonary hypertension.\n \n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64700",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "Chest x-ray 30/11",
+      "age": "79.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64642_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64642/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nThe three-lead permanent pacemaker overlying the left hemithorax with \nleads in the right atrium, right ventricle, and coronary sinus is not \nsignificant change in position or appearance. The moderate \ncardiomegaly with left atrial enlargement and pulmonary hypertension \nis stable. There are increased interstitial markings with small \nbilateral pleural effusions. There is no pneumothorax. The soft \ntissues and osseous structures are without significant change.\n\nIMPRESSION:\n1. Increased interstitial markings can represent endobronchial \nspread of infection versus a component of edema.\n \n2. No pneumothorax.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "findings": "The three-lead permanent pacemaker overlying the left hemithorax with \nleads in the right atrium, right ventricle, and coronary sinus is not \nsignificant change in position or appearance. The moderate \ncardiomegaly with left atrial enlargement and pulmonary hypertension \nis stable. There are increased interstitial markings with small \nbilateral pleural effusions. There is no pneumothorax. The soft \ntissues and osseous structures are without significant change.",
+    "impression": "1. Increased interstitial markings can represent endobronchial \nspread of infection versus a component of edema.\n \n2. No pneumothorax.\n \n \nI have personally reviewed the images for this examination and agreed\nwith the report transcribed above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64642",
+      "report_date_order": 2,
+      "view_position": "AP",
+      "comparison": "1/5/200",
+      "age": "67.0",
+      "sex": "Female"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "chexpert_patient64717_study1",
+    "dataset": "chexpert_plus",
+    "split": "valid",
+    "image_path": "images/chexpert/patient64717/study1/view1_frontal.jpg",
+    "report_gt": "FINDINGS:\nSerial radiographs of the abdomen dated 1/22/02 at 6:31 PM and \n11:43 PM demonstrate multiple mildly dilated air-filled loops of \nsmall and large bowel in a pattern suggestive of ileus. No evidence \nof free intraperitoneal air or abnormal abdominal calcification. \nMidline sternotomy wires project over the midline. A weighted feeding \ntube tip appears coiled within the stomach and then with the tip in \nthe first duodenum.\n \nChest radiograph dated 1-22-02 at 0525 hours demonstrates a right \ninternal jugular venous catheter with tip projecting over the \ncavoatrial junction, and the proximal aspect of the feeding tube with \ntip projecting over the gastroesophageal junction, requiring \nadvancement. Moderate cardiomegaly. Bibasilar airspace opacities. \nSmall left pleural effusion. Moderate pulmonary edema.\n \nAbdominal radiograph dated 1-22-02 at 6:28 AM demonstrates a \nfeeding tube which appears coiled within the stomach with the tip \nnear the gastric pylorus.\n\nIMPRESSION:\n1. Serial abdominal radiographs demonstrate multiple mildly dilated \nair-filled loops of small and large bowel in a pattern suggestive of \nileus with final abdominal radiograph demonstrating a feeding tube \nwhich appears coiled within the stomach with the tip near the gastric \npylorus.\n2. Moderate cardiomegaly with bibasilar airspace opacities, small \nleft pleural effusion, and moderate pulmonary edema.\n3. The patient's known 1.3 cm spiculated nodule in the left upper \nlobe is better seen on CT.\n \n\"Physician to Physician Radiology Consult Line: (485) 672-5270\"",
+    "findings": "Serial radiographs of the abdomen dated 1/22/02 at 6:31 PM and \n11:43 PM demonstrate multiple mildly dilated air-filled loops of \nsmall and large bowel in a pattern suggestive of ileus. No evidence \nof free intraperitoneal air or abnormal abdominal calcification. \nMidline sternotomy wires project over the midline. A weighted feeding \ntube tip appears coiled within the stomach and then with the tip in \nthe first duodenum.\n \nChest radiograph dated 1-22-02 at 0525 hours demonstrates a right \ninternal jugular venous catheter with tip projecting over the \ncavoatrial junction, and the proximal aspect of the feeding tube with \ntip projecting over the gastroesophageal junction, requiring \nadvancement. Moderate cardiomegaly. Bibasilar airspace opacities. \nSmall left pleural effusion. Moderate pulmonary edema.\n \nAbdominal radiograph dated 1-22-02 at 6:28 AM demonstrates a \nfeeding tube which appears coiled within the stomach with the tip \nnear the gastric pylorus.",
+    "impression": "1. Serial abdominal radiographs demonstrate multiple mildly dilated \nair-filled loops of small and large bowel in a pattern suggestive of \nileus with final abdominal radiograph demonstrating a feeding tube \nwhich appears coiled within the stomach with the tip near the gastric \npylorus.\n2. Moderate cardiomegaly with bibasilar airspace opacities, small \nleft pleural effusion, and moderate pulmonary edema.\n3. The patient's known 1.3 cm spiculated nodule in the left upper \nlobe is better seen on CT.\n \n\"Physician to Physician Radiology Consult Line: (485) 672-5270\"",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "patient64717",
+      "report_date_order": 1,
+      "view_position": "AP",
+      "comparison": "1-22-2002 chest radiograph",
+      "age": "89.0",
+      "sex": "Male"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_5/iu_xray_5.json

@@ -0,0 +1,87 @@
+[
+  {
+    "study_id": "iu_CXR344_IM-1664",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/344_IM-1664-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.\n\nIMPRESSION:\nNo acute cardiopulmonary abnormality..",
+    "findings": "The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality.",
+    "impression": "No acute cardiopulmonary abnormality..",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR344_IM-1664",
+      "comparison": "None.",
+      "indication": "Indication: XXXX-year-old male with chest pain. Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR795_IM-2331",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/795_IM-2331-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.\n\nIMPRESSION:\nNormal chest No evidence of tuberculosis.",
+    "findings": "Heart size normal. Lungs are clear. XXXX are normal. No pneumonia, effusions, edema, pneumothorax, adenopathy, nodules or masses.",
+    "impression": "Normal chest No evidence of tuberculosis.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR795_IM-2331",
+      "comparison": "None.",
+      "indication": "Indication: tuberculosis positive PPD Comparison: None."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR850_IM-2373-0001",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/850_IM-2373-0001-0001.dcm.png",
+    "report_gt": "FINDINGS:\nStable appearance of the cardiomediastinal silhouette. There is no pneumothorax, pleural effusion, or focal airspace consolidation.\n\nIMPRESSION:\nNo acute cardiopulmonary findings.",
+    "findings": "Stable appearance of the cardiomediastinal silhouette. There is no pneumothorax, pleural effusion, or focal airspace consolidation.",
+    "impression": "No acute cardiopulmonary findings.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR850_IM-2373-0001",
+      "comparison": "XXXX, XXXX.",
+      "indication": "Indication: XXXX-year-old female, followup asthma exacerbation. Comparison: XXXX, XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR2159_IM-0776",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/2159_IM-0776-1001.dcm.png",
+    "report_gt": "FINDINGS:\nThe lungs and pleural spaces show no acute abnormality. Heart size and pulmonary vascularity within normal limits. .\n\nIMPRESSION:\n1. No acute pulmonary abnormality.",
+    "findings": "The lungs and pleural spaces show no acute abnormality. Heart size and pulmonary vascularity within normal limits. .",
+    "impression": "1. No acute pulmonary abnormality.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR2159_IM-0776",
+      "comparison": "CT chest XXXX.",
+      "indication": "Indication: XXXX onset of substernal chest pain. XXXX for one year. Comparison: CT chest XXXX."
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "iu_CXR1523_IM-0339",
+    "dataset": "iu_xray",
+    "split": "test",
+    "image_path": "images/iu_xray/images/images_normalized/1523_IM-0339-1001.dcm.png",
+    "report_gt": "FINDINGS:\nHeart size, cardiomediastinal silhouette, and pulmonary vasculature are within normal limits. There are no infiltrates, effusions, or pneumothorax.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+    "findings": "Heart size, cardiomediastinal silhouette, and pulmonary vasculature are within normal limits. There are no infiltrates, effusions, or pneumothorax.",
+    "impression": "No acute cardiopulmonary process.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "case_id": "CXR1523_IM-0339",
+      "comparison": "None.",
+      "indication": "Indication: XXXX year old, bone marrow XXXX, asymptomatic. Comparison: None."
+    },
+    "eval_track": "baseline"
+  }
+]

eval/sample_5/mimic_cxr_5.json

@@ -0,0 +1,838 @@
+[
+  {
+    "study_id": "mimic_59048499",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p12/p12595991/s59048499/372f588f-f2061650-9cc50694-12a70654-dd425821.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___-year-old woman with central line adjustment.\n \n COMPARISON: ___ at 1:26 a.m.\n \n FINDINGS: A single portable frontal upright view of the chest was obtained. \n The right internal jugular central venous catheter has been pulled back now\n terminating in the mid SVC. Otherwise there is no substantial change over\n this short-interval followup.\n \n IMPRESSION: Right internal jugular central venous catheter has been pulled\n back, now terminating in the mid SVC.",
+    "findings": "A single portable frontal upright view of the chest was obtained. \n The right internal jugular central venous catheter has been pulled back now\n terminating in the mid SVC. Otherwise there is no substantial change over\n this short-interval followup.",
+    "impression": "Right internal jugular central venous catheter has been pulled\n back, now terminating in the mid SVC.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p12/p12595991/s51474707/f2baee8f-ab9bb3f0-cd412d19-fa6f5014-d0388839.jpg",
+      "report": "IMPRESSION:\nAs compared to the previous radiograph, the previously malpositioned PICC line\n in the left jugular vein has been pulled back. However, on today's\n examination, the PICC line appears to project over the right axillary region. \n The line should be completely withdrawn and repositioned.\n \n The previous right internal jugular vein catheter was removed. There is\n unchanged mild cardiomegaly at lower lung volumes. These low lung volumes are\n essentially caused by an elevation of the right hemidiaphragm, better\n appreciated on the lateral than on the frontal radiograph. No current\n evidence of larger pleural effusions, pulmonary edema, or pneumonia. Unchanged\n pacemaker leads and left pectoral pacemaker generator.",
+      "findings": "",
+      "impression": "",
+      "study_date": "2147-09-18",
+      "study_id": "51474707"
+    },
+    "metadata": {
+      "subject_id": "12595991",
+      "view_position": "AP",
+      "comparison": "___ at 1:26 a.m.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": "1.0"
+      },
+      "study_date": "2147-10-26",
+      "admission_info": {
+        "hadm_id": 25205720,
+        "admittime": "2147-10-25 20:31:00",
+        "dischtime": "2147-11-06 13:01:00",
+        "admission_type": "EW EMER.",
+        "demographics": {
+          "age": 70,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "03843",
+            "version": 9,
+            "description": "Septicemia due to pseudomonas"
+          },
+          {
+            "code": "78552",
+            "version": 9,
+            "description": "Septic shock"
+          },
+          {
+            "code": "56983",
+            "version": 9,
+            "description": "Perforation of intestine"
+          },
+          {
+            "code": "5679",
+            "version": 9,
+            "description": "Unspecified peritonitis"
+          },
+          {
+            "code": "5849",
+            "version": 9,
+            "description": "Acute kidney failure, unspecified"
+          },
+          {
+            "code": "2869",
+            "version": 9,
+            "description": "Other and unspecified coagulation defects"
+          },
+          {
+            "code": "5579",
+            "version": 9,
+            "description": "Unspecified vascular insufficiency of intestine"
+          },
+          {
+            "code": "2762",
+            "version": 9,
+            "description": "Acidosis"
+          },
+          {
+            "code": "5990",
+            "version": 9,
+            "description": "Urinary tract infection, site not specified"
+          },
+          {
+            "code": "2930",
+            "version": 9,
+            "description": "Delirium due to conditions classified elsewhere"
+          },
+          {
+            "code": "4254",
+            "version": 9,
+            "description": "Other primary cardiomyopathies"
+          },
+          {
+            "code": "42822",
+            "version": 9,
+            "description": "Chronic systolic heart failure"
+          },
+          {
+            "code": "2851",
+            "version": 9,
+            "description": "Acute posthemorrhagic anemia"
+          },
+          {
+            "code": "99592",
+            "version": 9,
+            "description": "Severe sepsis"
+          },
+          {
+            "code": "42731",
+            "version": 9,
+            "description": "Atrial fibrillation"
+          },
+          {
+            "code": "4280",
+            "version": 9,
+            "description": "Congestive heart failure, unspecified"
+          },
+          {
+            "code": "4168",
+            "version": 9,
+            "description": "Other chronic pulmonary heart diseases"
+          },
+          {
+            "code": "27651",
+            "version": 9,
+            "description": "Dehydration"
+          },
+          {
+            "code": "V5861",
+            "version": 9,
+            "description": "Long-term (current) use of anticoagulants"
+          },
+          {
+            "code": "311",
+            "version": 9,
+            "description": "Depressive disorder, not elsewhere classified"
+          },
+          {
+            "code": "53081",
+            "version": 9,
+            "description": "Esophageal reflux"
+          },
+          {
+            "code": "V5865",
+            "version": 9,
+            "description": "Long-term (current) use of steroids"
+          },
+          {
+            "code": "V1582",
+            "version": 9,
+            "description": "Personal history of tobacco use"
+          },
+          {
+            "code": "4019",
+            "version": 9,
+            "description": "Unspecified essential hypertension"
+          },
+          {
+            "code": "2724",
+            "version": 9,
+            "description": "Other and unspecified hyperlipidemia"
+          },
+          {
+            "code": "V1253",
+            "version": 9,
+            "description": "Personal history of sudden cardiac arrest"
+          },
+          {
+            "code": "7140",
+            "version": 9,
+            "description": "Rheumatoid arthritis"
+          },
+          {
+            "code": "4240",
+            "version": 9,
+            "description": "Mitral valve disorders"
+          },
+          {
+            "code": "V0991",
+            "version": 9,
+            "description": "Infection with drug-resistant microorganisms, unspecified, with multiple drug resistance"
+          },
+          {
+            "code": "28529",
+            "version": 9,
+            "description": "Anemia of other chronic disease"
+          },
+          {
+            "code": "V4986",
+            "version": 9,
+            "description": "Do not resuscitate status"
+          },
+          {
+            "code": "2768",
+            "version": 9,
+            "description": "Hypopotassemia"
+          },
+          {
+            "code": "70707",
+            "version": 9,
+            "description": "Pressure ulcer, heel"
+          },
+          {
+            "code": "70725",
+            "version": 9,
+            "description": "Pressure ulcer, unstageable"
+          },
+          {
+            "code": "V5331",
+            "version": 9,
+            "description": "Fitting and adjustment of cardiac pacemaker"
+          },
+          {
+            "code": "515",
+            "version": 9,
+            "description": "Postinflammatory pulmonary fibrosis"
+          },
+          {
+            "code": "5680",
+            "version": 9,
+            "description": "Peritoneal adhesions (postoperative) (postinfection)"
+          },
+          {
+            "code": "E9420",
+            "version": 9,
+            "description": "Cardiac rhythm regulators causing adverse effects in therapeutic use"
+          },
+          {
+            "code": "E8497",
+            "version": 9,
+            "description": "Accidents occurring in residential institution"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Lactate",
+            "value": "1.4",
+            "unit": "mmol/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "9.0",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "30.7",
+            "unit": "%",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "262",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "8.3",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "12",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "32",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "98",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "1.2",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.4",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "138",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "32",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Troponin T",
+            "value": "___",
+            "unit": "ng/mL",
+            "flag": "abnormal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_52935265",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p10/p10933609/s52935265/9587ec7a-e6b7082f-0b22b670-b924b608-674375e2.jpg",
+    "report_gt": "FINAL REPORT\n CHEST RADIOGRAPH PERFORMED ON ___.\n \n COMPARISON: CT chest from ___ as well as a chest radiograph from ___.\n \n CLINICAL HISTORY: Altered mental status, question pneumonia.\n \n FINDINGS: PA and lateral views of the chest were provided. Areas of streaky\n opacity are again seen in the upper lobes, minimally changed from ___, likely\n reflects residua of recent pneumonia vs. scarring. Effusion is seen. No\n pneumothorax. No signs of pulmonary edema. The heart appears stable in size.\n The mediastinal contour is unchanged. Bony structures are intact. Anchors\n are partially imaged at the right glenoid.\n \n IMPRESSION: Resolving b/l upper lobe pneumonia.",
+    "findings": "PA and lateral views of the chest were provided. Areas of streaky\n opacity are again seen in the upper lobes, minimally changed from ___, likely\n reflects residua of recent pneumonia vs. scarring. Effusion is seen. No\n pneumothorax. No signs of pulmonary edema. The heart appears stable in size.\n The mediastinal contour is unchanged. Bony structures are intact. Anchors\n are partially imaged at the right glenoid.",
+    "impression": "Resolving b/l upper lobe pneumonia.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p10/p10933609/s50290463/f576c221-e516f6b2-ee125faa-a1af8c31-ed2991b8.jpg",
+      "report": "FINDINGS:\nAP and lateral views of the chest were provided. Lung volumes are\n low, similar to the prior study. The previously noted dense consolidation of\n the right upper lobe has improved with diffuse streaky opacities remaining. \n There are findings consistent with chronic lung disease such as sarcoidosis. \n Prominence of the pulmonary interstitial markings is due to mild heart\n failure. There is no pleural effusion or pneumothorax. The cardiomediastinal\n silhouette is notable for a tortuous aorta. Bones are slightly osteopenic.\n\nIMPRESSION:\n1. Improving right upper lobe consolidation.\n 2. Mild heart failure.\n 3. Findings of chronic lung disease, most likely sarcoidosis.",
+      "findings": "AP and lateral views of the chest were provided. Lung volumes are\n low, similar to the prior study. The previously noted dense consolidation of\n the right upper lobe has improved with diffuse streaky opacities remaining. \n There are findings consistent with chronic lung disease such as sarcoidosis. \n Prominence of the pulmonary interstitial markings is due to mild heart\n failure. There is no pleural effusion or pneumothorax. The cardiomediastinal\n silhouette is notable for a tortuous aorta. Bones are slightly osteopenic.",
+      "impression": "",
+      "study_date": "2152-07-07",
+      "study_id": "50290463"
+    },
+    "metadata": {
+      "subject_id": "10933609",
+      "view_position": "PA",
+      "comparison": "CT chest from ___ as well as a chest radiograph from ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "1.0",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2152-07-22",
+      "admission_info": {
+        "hadm_id": 20018606,
+        "admittime": "2152-07-22 20:54:00",
+        "dischtime": "2152-07-25 11:30:00",
+        "admission_type": "EU OBSERVATION",
+        "demographics": {
+          "age": 56,
+          "gender": "M"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "78097",
+            "version": 9,
+            "description": "Altered mental status"
+          },
+          {
+            "code": "29680",
+            "version": 9,
+            "description": "Bipolar disorder, unspecified"
+          },
+          {
+            "code": "V1261",
+            "version": 9,
+            "description": "Personal history of pneumonia (recurrent)"
+          },
+          {
+            "code": "3549",
+            "version": 9,
+            "description": "Mononeuritis of upper limb, unspecified"
+          },
+          {
+            "code": "78050",
+            "version": 9,
+            "description": "Sleep disturbance, unspecified"
+          },
+          {
+            "code": "7245",
+            "version": 9,
+            "description": "Backache, unspecified"
+          },
+          {
+            "code": "2519",
+            "version": 9,
+            "description": "Unspecified disorder of pancreatic internal secretion"
+          },
+          {
+            "code": "V8812",
+            "version": 9,
+            "description": "Acquired partial absence of pancreas"
+          },
+          {
+            "code": "V4586",
+            "version": 9,
+            "description": "Bariatric surgery status"
+          },
+          {
+            "code": "2662",
+            "version": 9,
+            "description": "Other B-complex deficiencies"
+          },
+          {
+            "code": "59689",
+            "version": 9,
+            "description": "Other specified disorders of bladder"
+          },
+          {
+            "code": "5762",
+            "version": 9,
+            "description": "Obstruction of bile duct"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Hemoglobin",
+            "value": "12.5",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "MCHC",
+            "value": "30.8",
+            "unit": "%",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "383",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "13.5",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Anion Gap",
+            "value": "14",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "25",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "102",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "0.6",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Potassium",
+            "value": "5.4",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Sodium",
+            "value": "136",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "BUN",
+            "value": "24",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_52731689",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p15/p15114531/s52731689/b91c97ed-5177ed0b-fa1759b1-28b3e6ac-e518d525.jpg",
+    "report_gt": "FINAL REPORT\n EXAMINATION: CHEST (PA AND LAT)\n \n INDICATION: ___F with cough and fever // PNA?\n \n COMPARISON: ___\n \n FINDINGS: \n \n PA and lateral views of the chest provided. Cervical spinal hardware again\n noted. Clips noted in the upper abdomen. There is no focal consolidation,\n effusion, or pneumothorax. The cardiomediastinal silhouette is normal. Imaged\n osseous structures are intact. No free air below the right hemidiaphragm is\n seen.\n \n IMPRESSION: \n \n No acute intrathoracic process.",
+    "findings": "PA and lateral views of the chest provided. Cervical spinal hardware again\n noted. Clips noted in the upper abdomen. There is no focal consolidation,\n effusion, or pneumothorax. The cardiomediastinal silhouette is normal. Imaged\n osseous structures are intact. No free air below the right hemidiaphragm is\n seen.",
+    "impression": "No acute intrathoracic process.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p15/p15114531/s57554056/b4ea00dd-29a8687d-10b1e7eb-d6d1cd5b-ebd65d6c.jpg",
+      "report": "FINDINGS:\nHeart size and cardiomediastinal contours are normal. Lungs are clear without\n focal consolidation, pleural effusion, or pneumothorax. Cervical spine fusion\n hardware and clips in the left upper abdomen are similar to prior.\n\nIMPRESSION:\nNo acute cardiopulmonary process.",
+      "findings": "Heart size and cardiomediastinal contours are normal. Lungs are clear without\n focal consolidation, pleural effusion, or pneumothorax. Cervical spine fusion\n hardware and clips in the left upper abdomen are similar to prior.",
+      "impression": "",
+      "study_date": "2161-11-13",
+      "study_id": "57554056"
+    },
+    "metadata": {
+      "subject_id": "15114531",
+      "view_position": "PA",
+      "comparison": "___",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "1.0",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2161-12-23"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_57120452",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14744884/s57120452/b7013a8b-6c5dab19-f07b823e-d65d3507-a7548d2f.jpg",
+    "report_gt": "FINAL REPORT\n EXAMINATION: Chest radiographs.\n \n INDICATION: History: ___F with CP, SOB // eval for consolidation\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: Chest radiographs: ___.\n \n FINDINGS: \n \n Lung volumes are slightly low, as before, with persistent mild pulmonary\n vascular congestion and mild cardiomegaly. No focal consolidation concerning\n for pneumonia is identified. There is no pneumothorax. A metallic right\n subclavian vein stent is unchanged.\n \n IMPRESSION: \n \n Stable mild pulmonary vascular congestion and mild cardiomegaly.",
+    "findings": "Lung volumes are slightly low, as before, with persistent mild pulmonary\n vascular congestion and mild cardiomegaly. No focal consolidation concerning\n for pneumonia is identified. There is no pneumothorax. A metallic right\n subclavian vein stent is unchanged.",
+    "impression": "Stable mild pulmonary vascular congestion and mild cardiomegaly.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14744884/s57238617/2dbc33d8-a5b00a49-a6bfeea2-cff69532-91a4aac1.jpg",
+      "report": "FINDINGS:\nThe lung volumes are low, accentuating the heart size, which is persistently\n mildly enlarged. There is mild pulmonary vascular congestion. The right\n subclavian vein stent is in place. There is no pleural effusion,\n pneumothorax, or focal consolidation worrisome for pneumonia. No evidence of\n subdiaphragmatic free air.\n\nIMPRESSION:\nMild pulmonary vascular congestion and stable mild cardiomegaly. No\n subdiaphragmatic free air.",
+      "findings": "The lung volumes are low, accentuating the heart size, which is persistently\n mildly enlarged. There is mild pulmonary vascular congestion. The right\n subclavian vein stent is in place. There is no pleural effusion,\n pneumothorax, or focal consolidation worrisome for pneumonia. No evidence of\n subdiaphragmatic free air.",
+      "impression": "",
+      "study_date": "2181-03-18",
+      "study_id": "57238617"
+    },
+    "metadata": {
+      "subject_id": "14744884",
+      "view_position": "PA",
+      "comparison": "Chest radiographs:  ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "1.0",
+        "Consolidation": "",
+        "Edema": "-1.0",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2181-03-20",
+      "admission_info": {
+        "hadm_id": 28812336,
+        "admittime": "2181-03-20 02:38:00",
+        "dischtime": "2181-03-20 16:04:00",
+        "admission_type": "EU OBSERVATION",
+        "demographics": {
+          "age": 51,
+          "gender": "F"
+        },
+        "patient_history": "",
+        "physical_examination": "",
+        "chief_complaint": "",
+        "medications_on_admission": "",
+        "discharge_diagnosis": "",
+        "icd_diagnoses": [
+          {
+            "code": "R0789",
+            "version": 10,
+            "description": "Other chest pain"
+          },
+          {
+            "code": "E1121",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with diabetic nephropathy"
+          },
+          {
+            "code": "E1122",
+            "version": 10,
+            "description": "Type 2 diabetes mellitus with diabetic chronic kidney disease"
+          },
+          {
+            "code": "I120",
+            "version": 10,
+            "description": "Hypertensive chronic kidney disease with stage 5 chronic kidney disease or end stage renal disease"
+          },
+          {
+            "code": "N186",
+            "version": 10,
+            "description": "End stage renal disease"
+          },
+          {
+            "code": "Z992",
+            "version": 10,
+            "description": "Dependence on renal dialysis"
+          },
+          {
+            "code": "I2510",
+            "version": 10,
+            "description": "Atherosclerotic heart disease of native coronary artery without angina pectoris"
+          },
+          {
+            "code": "I272",
+            "version": 10,
+            "description": "Other secondary pulmonary hypertension"
+          },
+          {
+            "code": "I517",
+            "version": 10,
+            "description": "Cardiomegaly"
+          },
+          {
+            "code": "G8929",
+            "version": 10,
+            "description": "Other chronic pain"
+          },
+          {
+            "code": "R1013",
+            "version": 10,
+            "description": "Epigastric pain"
+          },
+          {
+            "code": "I951",
+            "version": 10,
+            "description": "Orthostatic hypotension"
+          },
+          {
+            "code": "E039",
+            "version": 10,
+            "description": "Hypothyroidism, unspecified"
+          },
+          {
+            "code": "G4733",
+            "version": 10,
+            "description": "Obstructive sleep apnea (adult) (pediatric)"
+          },
+          {
+            "code": "Z794",
+            "version": 10,
+            "description": "Long term (current) use of insulin"
+          },
+          {
+            "code": "I252",
+            "version": 10,
+            "description": "Old myocardial infarction"
+          },
+          {
+            "code": "Z86718",
+            "version": 10,
+            "description": "Personal history of other venous thrombosis and embolism"
+          }
+        ],
+        "labs": [
+          {
+            "label": "Anion Gap",
+            "value": "18",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Bicarbonate",
+            "value": "30",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Chloride",
+            "value": "93",
+            "unit": "mEq/L",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Creatinine",
+            "value": "5.6",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Glucose",
+            "value": "___",
+            "unit": "mg/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Potassium",
+            "value": "4.4",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Sodium",
+            "value": "137",
+            "unit": "mEq/L",
+            "flag": "normal"
+          },
+          {
+            "label": "Troponin T",
+            "value": "___",
+            "unit": "ng/mL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "BUN",
+            "value": "13",
+            "unit": "mg/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "Hemoglobin",
+            "value": "12.4",
+            "unit": "g/dL",
+            "flag": "normal"
+          },
+          {
+            "label": "MCHC",
+            "value": "31.2",
+            "unit": "g/dL",
+            "flag": "abnormal"
+          },
+          {
+            "label": "Platelet Count",
+            "value": "175",
+            "unit": "K/uL",
+            "flag": "normal"
+          },
+          {
+            "label": "WBC",
+            "value": "3.4",
+            "unit": "K/uL",
+            "flag": "abnormal"
+          }
+        ]
+      }
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "mimic_58409548",
+    "dataset": "mimic_cxr",
+    "split": "test",
+    "image_path": "images/mimic/p14/p14295224/s58409548/84ee4f3c-27c6c5ff-e84f61b7-1ab68ce3-99820e85.jpg",
+    "report_gt": "FINAL REPORT\n INDICATION: ___M with history of asthma, s/p esophagectom for esophageal\n cancer presening with cough and chest pain.\n \n TECHNIQUE: Chest PA and lateral\n \n COMPARISON: Radiograph dated ___.\n \n FINDINGS: \n \n PA and lateral chest radiograph is compared to prior study dated ___. There has been little interval change with no focal consolidation\n concerning for pneumonia identified. Lungs are hyperinflated. Patient is\n status post radiation therapy to the right lung. Previously seen right lower\n lung sub cm nodular opacity is not definitely visualized. Cardiomediastinal\n contours are stable. There is no pleural effusion or pneumothorax. Visualized\n osseous structures demonstrates no acute abnormality.\n \n IMPRESSION: \n \n No acute intrathoracic abnormality. Hyperinflated lungs with chronic\n radiation changes.",
+    "findings": "PA and lateral chest radiograph is compared to prior study dated ___. There has been little interval change with no focal consolidation\n concerning for pneumonia identified. Lungs are hyperinflated. Patient is\n status post radiation therapy to the right lung. Previously seen right lower\n lung sub cm nodular opacity is not definitely visualized. Cardiomediastinal\n contours are stable. There is no pleural effusion or pneumothorax. Visualized\n osseous structures demonstrates no acute abnormality.",
+    "impression": "No acute intrathoracic abnormality. Hyperinflated lungs with chronic\n radiation changes.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/mimic/p14/p14295224/s57142346/12f2d9bf-89dc902e-a9cd6aaa-22c63b63-c5abd408.jpg",
+      "report": "FINDINGS:\nThe patient is status of previous radiation therapy in the right lung, with\n associated geographically marginated radiation fibrosis in the right\n paramediastinal and hilar regions with associated volume loss in the right\n lung. Pleural thickening at the right apex and right costophrenic angle also\n appear stable. Heterogeneous lung opacities in the right lung on the ___ radiograph have resolved. No new areas of consolidation are\n identified. A sub cm nodular opacity is seen in the periphery of the right\n lower lung and appears unchanged from ___ radiograph, corresponding to\n a subpleural nodule on CT of ___.\n\nIMPRESSION:\n1. Resolution of pneumonia since ___ radiograph. No evidence of\n recurrence pneumonia",
+      "findings": "The patient is status of previous radiation therapy in the right lung, with\n associated geographically marginated radiation fibrosis in the right\n paramediastinal and hilar regions with associated volume loss in the right\n lung. Pleural thickening at the right apex and right costophrenic angle also\n appear stable. Heterogeneous lung opacities in the right lung on the ___ radiograph have resolved. No new areas of consolidation are\n identified. A sub cm nodular opacity is seen in the periphery of the right\n lower lung and appears unchanged from ___ radiograph, corresponding to\n a subpleural nodule on CT of ___.",
+      "impression": "",
+      "study_date": "2162-08-14",
+      "study_id": "57142346"
+    },
+    "metadata": {
+      "subject_id": "14295224",
+      "view_position": "PA",
+      "comparison": "Radiograph dated ___.",
+      "chexpert_labels": {
+        "Atelectasis": "",
+        "Cardiomegaly": "",
+        "Consolidation": "",
+        "Edema": "",
+        "Enlarged Cardiomediastinum": "",
+        "Fracture": "",
+        "Lung Lesion": "",
+        "Lung Opacity": "",
+        "No Finding": "",
+        "Pleural Effusion": "",
+        "Pleural Other": "",
+        "Pneumonia": "",
+        "Pneumothorax": "",
+        "Support Devices": ""
+      },
+      "study_date": "2162-09-28"
+    },
+    "eval_track": "followup"
+  }
+]

eval/sample_5/rexgradient_5.json

@@ -0,0 +1,113 @@
+[
+  {
+    "study_id": "rexgrad_pGRDN0S0HH0VWIX7A_aGRDN62R5Z1JDBID1_s1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0S0HH0VWIX7A/GRDN62R5Z1JDBID1/studies/1.2.826.0.1.3680043.8.498.97831574824069228874187142760521600833/series/1.2.826.0.1.3680043.8.498.43453542902963623125672432691519323167/instances/1.2.826.0.1.3680043.8.498.81180794945653867653252466852401456102.png",
+    "report_gt": "FINDINGS:\nThe heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.\n\nIMPRESSION:\nNo active disease.",
+    "findings": "The heart size and mediastinal contours are within normal limits. Both lungs are clear. The visualized skeletal structures are unremarkable.",
+    "impression": "No active disease.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0S0HH0VWIX7A",
+      "view_position": "AP",
+      "study_date": "20180215",
+      "comparison": "None.",
+      "indication": "Initial evaluation for acute trauma, ATV accident.",
+      "age": "017Y",
+      "sex": "F"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNGN2IT6IA32YK_aGRDNBY2EVYYGEESS_s1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNGN2IT6IA32YK/GRDNBY2EVYYGEESS/studies/1.2.826.0.1.3680043.8.498.83384694009912060646178267777828114179/series/1.2.826.0.1.3680043.8.498.50125526104458329368280576233270794392/instances/1.2.826.0.1.3680043.8.498.71988182478685008349430558684611608262.png",
+    "report_gt": "FINDINGS:\nTracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.\n\nIMPRESSION:\nAbnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "findings": "Tracheostomy in place. There is abnormal density in both lower lungs that could be a combination of atelectasis, pneumonia and pleural effusions. Upper lungs are clear. Heart size appears normal.",
+    "impression": "Abnormal bilateral lower chest density which could be a combination of atelectasis, pneumonia and pleural fluid.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNGN2IT6IA32YK",
+      "view_position": "AP",
+      "study_date": "20200729",
+      "comparison": "None.",
+      "indication": "Cough. Tracheostomy.",
+      "age": "078Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDN0WIJ80C2OWMX_aGRDN522YU6ZLM6Y4_s1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDN0WIJ80C2OWMX/GRDN522YU6ZLM6Y4/studies/1.2.826.0.1.3680043.8.498.88668571096912563249135752778097878248/series/1.2.826.0.1.3680043.8.498.53626045873562380126789147281023561364/instances/1.2.826.0.1.3680043.8.498.87299624757027904408035513386056195132.png",
+    "report_gt": "FINDINGS:\nNormal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.\n\nIMPRESSION:\nMild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "findings": "Normal heart size. Normal mediastinal contour. No pneumothorax. No pleural effusion. Mild streaky parahilar interstitial opacities.",
+    "impression": "Mild streaky parahilar interstitial opacities, cannot exclude atypical infection.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDN0WIJ80C2OWMX",
+      "view_position": "PA",
+      "study_date": "20210426",
+      "comparison": "None.",
+      "indication": "Dyspnea",
+      "age": "064Y",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  },
+  {
+    "study_id": "rexgrad_pGRDNUCB8VWUAZP6X_aGRDNQ11QZWXVYSJC_s1.2.826.0.1.3680043.8.498.40495733019478725252864643924924278484",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNUCB8VWUAZP6X/GRDNQ11QZWXVYSJC/studies/1.2.826.0.1.3680043.8.498.40495733019478725252864643924924278484/series/1.2.826.0.1.3680043.8.498.82399746377779573535421148415527564481/instances/1.2.826.0.1.3680043.8.498.66709080906617950337598752810560522382.png",
+    "report_gt": "FINDINGS:\nIn the interval the patient has developed a 5 cm cavitary lesion in the LEFT upper lobe. Cavitary pneumonia would be the first consideration as to etiology. Follow-up examination until clear is recommended. The RIGHT lung field is clear. Heart size is normal.\n\nIMPRESSION:\n1. There is an area of increased density in the LEFT upper lobe containing a cavitary lesion with an air-fluid level. Cavitary pneumonia would be the primary consideration as to etiology. 2. The lung fields otherwise are clear.",
+    "findings": "In the interval the patient has developed a 5 cm cavitary lesion in the LEFT upper lobe. Cavitary pneumonia would be the first consideration as to etiology. Follow-up examination until clear is recommended. The RIGHT lung field is clear. Heart size is normal.",
+    "impression": "1. There is an area of increased density in the LEFT upper lobe containing a cavitary lesion with an air-fluid level. Cavitary pneumonia would be the primary consideration as to etiology. 2. The lung fields otherwise are clear.",
+    "is_followup": true,
+    "prior_study": {
+      "image_path": "images/rexgradient/GRDNUCB8VWUAZP6X/GRDN7Q13H45POIHU/studies/1.2.826.0.1.3680043.8.498.90404898529022663335155078662754851840/series/1.2.826.0.1.3680043.8.498.69617186365388863750756606377974091287/instances/1.2.826.0.1.3680043.8.498.24736517565760273453407663052441529475.png",
+      "report": "FINDINGS:\nThe lungs are mildly hyperinflated. There is no focal infiltrate. The heart is not enlarged and the pulmonary vascularity is not engorged.\n\nIMPRESSION:\nI do not see evidence of pneumonia or other acute cardiopulmonary abnormality. I cannot exclude an element of mild reactive airway disease and acute bronchitis in the appropriate clinical setting. Followup films are recommended following therapy to assure stability or clearing.",
+      "findings": "The lungs are mildly hyperinflated. There is no focal infiltrate. The heart is not enlarged and the pulmonary vascularity is not engorged.",
+      "impression": "I do not see evidence of pneumonia or other acute cardiopulmonary abnormality. I cannot exclude an element of mild reactive airway disease and acute bronchitis in the appropriate clinical setting. Followup films are recommended following therapy to assure stability or clearing.",
+      "study_date": "20080419"
+    },
+    "metadata": {
+      "patient_id": "pGRDNUCB8VWUAZP6X",
+      "view_position": "PA",
+      "study_date": "20080516",
+      "comparison": "Comparison is made to a prior exam of 01/09/2013.",
+      "indication": "cough",
+      "age": "037Y",
+      "sex": "M"
+    },
+    "eval_track": "followup"
+  },
+  {
+    "study_id": "rexgrad_pGRDNHFB6UT1F75PS_aGRDN9ILZ28LBGMWU_s1.2.826.0.1.3680043.8.498.96793337288508469548205155280189224148",
+    "dataset": "rexgradient",
+    "split": "test",
+    "image_path": "images/rexgradient/GRDNHFB6UT1F75PS/GRDN9ILZ28LBGMWU/studies/1.2.826.0.1.3680043.8.498.96793337288508469548205155280189224148/series/1.2.826.0.1.3680043.8.498.23926916323528153922538455225478998087/instances/1.2.826.0.1.3680043.8.498.44693983935766289755617088797887876953.png",
+    "report_gt": "FINDINGS:\nAn AP view of the chest and an oblique view were submitted. There is bilateral prominence of the perihilar markings associated with peribronchial cuffing. There are no focal air space opacities. There is no evidence of a significant pleural effusion. No evidence of a pneumothorax. The cardiac silhouette is normal in size. The mediastinal contour is normal. No significant osseous abnormalities are identified.\n\nIMPRESSION:\nThere is bilateral prominence of the perihilar markings associated with peribronchial cuffing. This could represent viral pneumonitis or bronchiolitis. There are no focal air space opacities. Remainder of findings as described above.",
+    "findings": "An AP view of the chest and an oblique view were submitted. There is bilateral prominence of the perihilar markings associated with peribronchial cuffing. There are no focal air space opacities. There is no evidence of a significant pleural effusion. No evidence of a pneumothorax. The cardiac silhouette is normal in size. The mediastinal contour is normal. No significant osseous abnormalities are identified.",
+    "impression": "There is bilateral prominence of the perihilar markings associated with peribronchial cuffing. This could represent viral pneumonitis or bronchiolitis. There are no focal air space opacities. Remainder of findings as described above.",
+    "is_followup": false,
+    "prior_study": null,
+    "metadata": {
+      "patient_id": "pGRDNHFB6UT1F75PS",
+      "view_position": "AP",
+      "study_date": "20120223",
+      "comparison": "None.",
+      "indication": "Visit reason: Cough",
+      "age": "",
+      "sex": "M"
+    },
+    "eval_track": "baseline"
+  }
+]

eval/summary.json

@@ -0,0 +1,47 @@
+{
+  "mimic_cxr": {
+    "file": "mimic_cxr_test.json",
+    "split": "test",
+    "total": 1687,
+    "baseline": 27,
+    "followup": 1660,
+    "with_prior": 1660,
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