Model: harsha-thinkingstack/Sentence-Matcher-v0.3
Author: harsha-thinkingstack
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:267, 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:267, loss:ContrastiveLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: hypertension
The patient's primary diagnosis is hypertension, as stated in the visit note.
BP medications
The patient is on BP medications which are used to treat hypertension.
BP management
The visit note mentions follow-up on BP management, indicating ongoing treatment for hypertension.
HTN
HTN is the abbreviation for hypertension, which is the patient's diagnosed condition.
BP was measured at 138/90
This blood pressure reading supports the diagnosis of hypertension as it is elevated.
monthly bp at home have been around that number or higher
Consistently high blood pressure readings confirm the presence of hypertension.
most likely diagnosis for this patient is hypertension
The visit note explicitly states that hypertension is the most likely diagnosis.
sentences: Anemia, Unspecified, Essential (Primary) Hypertension, Dehydration, source_sentence: BMI ABOVE NORMAL PARAM F/U DOCUMENTED
This phrase indicates that the patient's BMI is above normal parameters and requires follow-up, which is a key indicator for obesity classification.
34.11
The specific BMI value of 34.11 falls within the range for Class 1 obesity (30.0-34.9), providing numerical confirmation of the diagnosis.
Class 1 obesity
This is the explicit statement of the patient's condition, directly aligning with the ICD code E66.811 for Class 1 obesity.
sentences: Obesity, Class 1, Hypothyroidism, Unspecified, Overweight, source_sentence: anxious and uses food for comfort
This phrase indicates the presence of anxiety symptoms, specifically using food as a coping mechanism, which aligns with an unspecified anxiety disorder.
sentences: Essential (Primary) Hypertension, Essential (Primary) Hypertension, Anxiety Disorder, Unspecified, source_sentence: compression stockings
Compression stockings are a treatment for venous insufficiency, which can cause localized edema.
venous insufficiency
Venous insufficiency is a condition that leads to leg edema, which is a type of localized edema.
Leg edema
Leg edema is a direct symptom of localized edema.
edema
Edema refers to swelling caused by fluid retention, which aligns with the ICD code R60.0 for Localized Edema.
sentences: Nasal Congestion, Localized Edema, Essential (Primary) Hypertension, source_sentence: Had lithotripsy and passed an 8x5 mm stone on L.
This phrase indicates a history of urinary calculi as evidenced by the treatment (lithotripsy) for kidney stones.
sentences: Pure Hypercholesterolemia, Unspecified, Personal History Of Urinary Calculi, Menopausal And Female Climacteric States
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-04-23 04:00:27