Model: praphul555/jeda-stage-1
Author: praphul555
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:329355, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:NeuML/pubmedbert-base-embeddings, base_model:finetune:NeuML/pubmedbert-base-embeddings, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: NeuML/pubmedbert-base-embeddings
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:329355, loss:MultipleNegativesRankingLoss
base_model: NeuML/pubmedbert-base-embeddings
widget: source_sentence: CONTEXT: check your other micronutrients B12, folate, your vitamin D malabsorbed after surgery
REASONING: Folate listed among micronutrients to check.
sentences: XR FOOT LT 3 View* (HUD), Folate, Serum (Request)* (Orchard), Wound Cleansing/Irrigation, Clinic, source_sentence: COMMAND: Submit a 99213 established patient office visit charge for today’s evaluation and counseling.
sentences: ['99213 office o/p est low 20-29 min (Charge)', 99213 office o/p est low 20-29 min (Charge), clotrimazole 1% topical cream, source_sentence: CONTEXT: pediatric patient with fever, sore throat, headache exam of ears, throat, lungs; counseling on strep care school note discussed; pharmacy confirmed; results to be called
sentences: meloxicam 7.5 mg oral tablet, 99213 office o/p est low 20-29 min (Charge), 99214 office o/p est mod 30-39 min (Charge), source_sentence: CONTEXT: established patient follow-up style visit anxiety, tremor assessment and medication counseling 30–40 minute detailed discussion management options and side effects reviewed
REASONING: Extended medical decision-making on anxiety and essential tremor with medication options and counseling consistent with a moderate complexity, mid-length established patient visit.
sentences: 99214 office o/p est mod 30-39 min (Charge), 'A4550 surgical trays (Charge)', 99214 office o/p est mod 30-39 min (Charge), source_sentence: COMMAND: Have lab draw blood today per ordered tests.
CONTEXT: get a little blood work today they're gonna get you to x-ray and lab before you leave
sentences: Thin Prep Pap w/ High Risk HPV, Over 30 Years old (Request)* (Orchard), Rocephin*, 36415 blood draw, venipuncture (Charge)
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 212
Created: 2025-10-06 21:34:18