Model: officialthinkingstack/Sentence-Matcher-v0.5
Author: officialthinkingstack
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1554, loss:ContrastiveLoss, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1554, loss:ContrastiveLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Patient reports increased joint pain, swelling, and morning stiffness associated with Rheumatoid Arthritis.
The patient describes worsening joint pain in the hands and knees, along with increased swelling and morning stiffness lasting over 60 minutes, over the past month.
Musculoskeletal: Increased joint pain, swelling, morning stiffness.
Rheumatoid Arthritis, managed with disease-modifying antirheumatic drugs (DMARDs).
Worsening symptoms in a patient with Rheumatoid Arthritis.
sentences: Chronic Obstructive Pulmonary Disease With (Acute) Exacerbation, Enteroviral Vesicular Stomatitis With Exanthem, Unspecified Juvenile Rheumatoid Arthritis Of Unspecified Site, source_sentence: Follow-up for well-controlled type 2 diabetes mellitus.
Type 2 Diabetes Mellitus (ICD-10 code: E11.9)
Well-controlled diabetes.
Adjust diabetes medication.
Order HbA1c levels.
Take adjusted medication as directed.
Monitor blood glucose regularly.
sentences: Type 2 Diabetes Mellitus Without Complications, Type 2 diabetes mellitus without complications, Diverticulitis Of Intestine, Part Unspecified, Without Perforation Or Abscess Without Bleeding, source_sentence: A 55-year-old female patient with a history of hypertension presented to the clinic for a follow-up appointment.
Her blood pressure has been poorly controlled despite taking two different antihypertensive medications.
Past Medical History (PMH): Hypertension
Vital signs: Temperature 98.6°F, heart rate 90 beats per minute, respiratory rate 18 breaths per minute, blood pressure 165/95 mmHg
Assessment: Uncontrolled hypertension
Plan: Review adherence to medication regimen
Plan: Adjust medication dosages or switch to different medications
Plan: Reinforce lifestyle modification recommendations
Chief Complaint: Poorly controlled hypertension
sentences: Hypothyroidism, Unspecified, Hyperlipidemia, Unspecified, Essential (Primary) Hypertension, source_sentence: Presenting with fatigue, weight gain, and cold intolerance over the past few months.
Positive for constipation, dry skin, and brittle nails.
Thyroid enlargement (goiter).
Diminished reflexes.
Hypothyroidism
Initiate levothyroxine therapy.
Schedule follow-up for thyroid function monitoring.
sentences: Abnormal Weight Loss, Acute Upper Respiratory Infection, Unspecified, Hypothyroidism, Unspecified, source_sentence: A 45-year-old male patient presented to the emergency department with a chief complaint of severe lower back pain.
He reports that the pain started suddenly about two hours ago while lifting a heavy object.
The pain is located in the lower back, radiates down the right leg, and is described as sharp and stabbing.
He also reports numbness and tingling in the right leg.
Musculoskeletal: Severe lower back pain radiating down the right leg, numbness and tingling in the right leg
Musculoskeletal: Limited range of motion in the lumbar spine due to pain.
Muscle guarding is present in the paraspinal muscles.
Motor strength and sensation are decreased in the right leg compared to the left.
Suspected lumbar spine herniated disc
X-rays of the lumbar spine to confirm the diagnosis
MRI of the lumbar spine if X-rays are inconclusive
Neurological consultation for further evaluation and management
Pain management with medication and physical therapy
sentences: Postconcussional Syndrome, Other Intervertebral Disc Displacement, Lumbar Region, Encounter For Immunization
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 8
Created: 2025-06-06 12:39:55