semaj83/ctmatch_classification huggingface dataset:
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-65.0,  Depression Major Depressive Disorder Premenstrual Dysphoric Disorder Depressive Episode for individuals with depressed mood Ages 18-65 years Hamilton Depression Rating Scale score >8 Capacity to understand all relevant risks and potential benefits of the study (informed consent) Low suicide risk which will be determined through the use of both the Structured Clinical Interview for the DSM-5 and by scoring less than 3 (0,1, or 2) in the Hamilton rating depression scale Negative pregnancy test for female participants  for individuals with depressed mood DSM-5 diagnosis of alcohol of substance abuse (other than nicotine) within the 12 months DSM-5 diagnosis of alcohol or substance dependence (other than nicotine) within the last 12 months DSM-5 diagnosis of personality disorder Eating disorder (current or within the past 3 months) Anything that, in the opinion of the investigator, would place the participant at increased risk or preclude the participant's full compliance with or completion of the study Neurological disorders, including but not limited to history of seizures (except childhood febrile seizures and electro-convulsive therapy (ECT) induced seizures), dementia, history of stroke, Parkinson's disease, multiple sclerosis, cerebral aneurysm Medical or neurological illness (unstable cardiac disease, AIDS, malignancy, liver or renal impairment) or treatment for a medical disorder that could interfere with study participation History of traumatic brain injury, reoccurring seizures or later cognitive rehabilitation or causing cognitive sequelae History of childhood trauma (determined by the Childhood Trauma Questionnaire)
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-999.0,  Obstetric Complication Postpartum Hemorrhage Postpartum Endometritis Female Able to give consent Gestational age > 24 weeks Postpartum Placement of an IBT within the last 2 hours with plans for it to remain in situ for at least 2 hours Primary obstetrician amenable to proceeding with either method of management during the study period  Age < 18 years old IBT removed within 2 hours of placement Chorioamnionitis Insufficient documentation of demographics, delivery outcomes, or peripartum events including postpartum hemorrhage, infectious outcomes
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-60.0,  Postnatal Depression aged 18 or above married, first-time parents, live together able to speak and read Chinese; and Hong Kong residents  a present history of psychiatric illness
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-999.0,  Primary Osteoarthritis of Knee Nos Age 18 or older 2. Diagnosed with primary osteoarthritis and cleared to undergo total knee arthroplasty at the Virtua JRI 3. Willing to provide informed consent, participate in study, and comply with study protocol  Pregnant or contemplating pregnancy prior to surgery; 2. Worker's compensation or personal injury related to knee (clinical outcomes have been shown to be less predictable and often poorer in this patient group; there may also exist potential issues with reimbursement) 3. Post-traumatic arthropathy (clinical outcomes have been shown to be less predictable; pre-operative deformity and risk factors are greater and difficult to propensity-match between groups) 4. Self-pay patients or patients whose insurance are known to typically decline reimbursement for preoperative CT scans
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 5.0-999.0,  Glioblastomas Sarcoma Astrocytoma Brain Cancer Leukemia FOR Patients diagnosed with a high-risk/high-grade cancer (e.g., high-grade brain tumors, relapsed/refractory acute lymphoblastic leukemia, acute myeloid leukemia, high-grade sarcoma) characterized by poor prognosis (e.g., estimated 5-year survival rate <30% based on scientific consensus in the literature, where available, or by expert physician report), as confirmed by medical record review Patients with active disease Age greater than or equal to 5 years and less than or equal to 24 years of age Must be able to speak and understand English Must have a parent or adult primary caregiver willing to participate in the study Ability of subject or parent/guardian to understand and the willing to sign a written informed consent document Must have access to a computer/mobile device and the internet  FOR Patients will be excluded if there is evidence of pre-morbid severe cognitive or psychiatric disability that would impair their capacity for participation or completion of evaluations in the judgment of the investigators Evidence of disease progression at the time of referral to this study to the extent that it would impede participation or completion of evaluations as determined by the medical advisory investigator in conjuction with the study PI/adjunct PI Patients with treatment-related sequelae so severe that they would be unable to complete the study-related evaluations or intervention (e.g., treatment toxicity) as determined by the medical advisory investigator in conjuction with the study PI/adjunct PI. FOR OR ADULT Must be a parent or primary caregiver of a child (age 5 to 24 years of age) who has been diagnosed with a high-grade/high risk tumor that carries poor prognosis (as defined above); and must live in the same household as the patient for a majority of the time Must have a child willing to participate in the study Must be able to speak and understand English Ability of subject to understand and the willing to sign a written informed consent document Must have access to a computer/mobile device and the internet
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-999.0,  Major Depressive Disorder Eighty adult outpatients with the Diagnostic and Statistical Manual of Mental Disorders-IV (DSM-IV) diagnosis of MDD based on a MINI Neuropsychiatric Interview (MINI) (American Psychiatric Association., 2000; Sheehan et al., 1998), without psychotic features and a total 17 item HAM-D score of at least 18 with item 1 (depressed mood) scored 2 or greater were eligible (Hamilton, 1960) Patients were requested to be free of all the psychotropic and anti-inflammatory medications for at least 4 weeks before participating in the study  Patients with bipolar I or bipolar II disorder Patients with personality disorders Patients with eating disorders Patients with substance dependence or abuse Patients with concurrent active medical condition Patients with history of seizures Patients with history of receiving Electroconvulsive therapy (ECT) Patients with inflammatory disorders Patients with allergy or contraindications to the used medications Patients with finally pregnant or lactating females
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-999.0,  Secondary Lymphedema Women who are being enrolled in the Skagen 1 Trial. The for the Skagen 1 Trial and therefore this study is as follows Woman ≥ 18 years who had radical operation for invasive breast cancer pT1-3, pN0-N3, M0 with either mastectomy or breast conservation. The patient can be included no matter the status of estrogen receptor, progesterone receptor, malignancy grade, HER2 status Axillary lymph node dissection of the axilla where the findings give indication for regional nodes radiation therapy to levels (I), II, III, IV, interpectoral nodes and the IMN Sentinel node biopsy documenting limited nodal disease without an indication for axillary lymph node dissection according to institutional, national or other trial guidelines The patient may be a candidate for boost to the tumour bed Adjuvant systemic therapy with chemotherapy, endocrine therapy and anti-HER2 treatment is accepted Neoadjuvant chemotherapy to downstage a cT3-cT4 or cN2-cN3 breast cancer is accepted if there is not an indication for a boost in the area of regional nodes after surgery Primary systemic therapy of an operable breast cancer is accepted If the patient is not treated with chemotherapy she must be randomised within 42 days from last surgery. If she has received chemotherapy she must be randomised within 4 weeks after the last series of chemotherapy Breast implants are accepted  Previous breast cancer or DCIS of the breast Bilateral breast cancer The patient has an indication for boost to 1 or more regional nodes Previous radiation therapy to the chest region Pregnant or lactating Conditions indicating that the patient cannot go through the radiation therapy or follow up, or a condition where the treating oncologist thinks the patient should not participate in the trial for example due to language problems Known iodide allergy Claustrophobia Foreign objects of metal
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 40.0-65.0,  Type2 Diabetes Major Depressive Disorder Adults 40 to 65 years of age at time of screening visit Women only: Must be post-menopausal at time of screening visit (i.e., defined by NO menstruation for at least the past 12-months) Diagnosis of T2D, as defined by a diagnosis of T2D (for at least 12 months) in the medical record made by a physician (i.e., denoted as 250.XX according to ICD-9/ICD-10 billing codes) OR current use of oral hypoglycemic medications or insulin OR having a fasting plasma glucose ≥126 mg/dL in the medical record OR having a 2-hour oral glucose tolerance test ≥200 mg/dL in the medical record Patients who meet for current MDD without significant co-morbid psychiatric diagnoses, as determined by study PI from screening visit Clinical Psychiatric Interview to determine DSM-V for current MDD AND A minimum score of 18 on the Hamilton Depression Scale (HAM-D) Patients with T2D and current MDD that would benefit from antidepressant therapy, which may  Patients with any form of contraindication to Vortioxetine treatment, as outlined in the medication packet insert, (e.g., presence of a known hypersensitivity to the study drug or hypersensitivity to MAO-I use, etc.). MRI-Related Participants weighing >550 lbs (per MRI weight restrictions set by Loyola University Medical Center) Patients with a pacemaker, AICD, ossicular prosthesis, nerve stimulator, or another contraindication to MRI Pregnant patients Patients with an inability to tolerate being in enclosed places/spaces such as MRI Patients with a history of neurosurgery, brain irradiation, or cerebral endovascular treatment Patients with history of epilepsy, stroke, neurodegenerative disorder, severe traumatic brain injury, hydrocephalus or demyelinating disorder Patients with a history of malignant neoplasm to Reduce False Positive Rates of Inflammation Specific pre-existing chronic pain conditions such as rheumatoid arthritis or fibromyalgia. However, this will NOT more localized pain-related conditions such as low-back pain or complications associated with T2D (e.g., diabetic neuropathy)
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-60.0,  Physical Activity Obesity Age 18-55 years BMI between 25.0 and <40.0 kg/m2 Either a 'Non-exerciser', defined as reporting exercising at a moderate-intensity for <30 min/week over the past 6 months or an 'exerciser', defined as exercising for ≥150 min/week over the past 6 months  Presence of any condition that would limit one's ability to exercise (e.g., orthopedic limitations) History of coronary artery disease (i.e., myocardial infarction or symptoms of angina), stroke, diabetes, or pulmonary disease (e.g., COPD or emphysema) Currently taking any medication that would alter heart rate (e.g., beta blocker) Women who are pregnant or nursing Uncontrolled hypertension (resting blood pressure ≥140/90 mmHg) Exercising >30 min/week but <150 min/week (i.e., neither 'non-exerciser' nor 'exerciser') Use of medications for weight loss, or current participation in another weight loss program Bariatric surgery
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 20.0-50.0,  Taste Disorders Depressed Egyptian adults under antidepressants therapy for at least 3 months/non-pharmacological treatment( psychotherapy) Age from 20 to 50 years old  Antipsychotics Hypnotics Anticonvulsants Ages other than the mentioned Olfactory dysfunction Chemosensory dysfunction
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 44.0-93.0,  Insomnia Participants in the Black Women's Health Study (BWHS) with clinically elevated symptoms of insomnia previously reported on a BWHS questionnaire. 2. Access to a computer or tablet and internet access  Intention to change use pattern of prescribed or over-the-counter sleep aid 2. 1 or more unrelated sleep disorders 3. Employed in a position where sleep restriction may endanger others' lives 4. Active shift work employment 5. Untreated, current, and/or severe psychiatric condition 6. Consume 14 or more alcoholic drinks/week 7. Unstable or acute medical condition
Patient description: A 46-year-old Asian woman with MDD complains of persistent feelings of sadness and loss of interest in daily activities. She states that her mood is still depressed most of the days. She complains of loss of energy and feelings of worthlessness nearly every day. She is on anti-depressants for the past 6 months, but the symptoms are still present. She does not drink alcohol or smoke. She used to exercise every day for at least 30 min., but she doesn't have enough energy to do so for the past 3 weeks. She also has some digestive issues recently. She is married and has 4 children. She is menopausal. Her husband was diagnosed with colon cancer a year ago and is undergoing chemotherapy. Her past medical history is unremarkable. Her family history is negative for any psychologic problems. Her HAM-D score is 20.

Clinical trial eligibility criteria: eligible ages (years): 18.0-999.0,  Depression Pregnancy Related Antenatal Depression Pregnant women Ages 18 or older History of recurrent major depression prior to pregnancy (at least 2 prior episodes, one of which may be currently treated) Euthymic or with residual symptoms (PHQ-9 ≤ 9) No depressive relapse since last menstrual period Currently or recently received antidepressants (within the three months prior to last menstrual period) Presence of ongoing community provider  Diagnosis of bipolar or psychotic disorder Active mania, psychosis, or substance abuse (within the last 6 months) Immediate risk of self-harm Non-English speaking and for the participants in the supplemental arms of the study differ from the main study and are as follows: Arm 1 Aim 1a Pregnant women (prior to 16 weeks gestation) Age 18 or older Presence of an ongoing community prescriber / provider Suicidal ideation as noted by item #9 of the PHQ-9 History of recurrent depression, dysthymia or subsyndromal depression