Model: pankajrajdeo/BioForge-bioformer-16L-clinical-trials
Author: pankajrajdeo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3977498, loss:CachedMultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2101.06983, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3977498, loss:CachedMultipleNegativesRankingLoss
widget: source_sentence: While the prevalence of smoking in the United States general population has declined over the past 50 years, there has been little to no decline among people with mental health conditions. Affective Disorders (ADs) are the most common mental health conditi
sentences: The purpose of this study is to evaluate safety, tolerability and efficacy of BZ371B in intubated patients with severe Acute Respiratory Distress Syndrome., Cigarettes Per Day, Cigarettes per day will be assessed for use of cigarettes with different nicotine content., 16 weeks, RADIATION: CyberKnife Stereotactic Radiosurgery, source_sentence: A Study to Assess the Effect of a Normal vs. High Protein Diets in Carbohydrates Metabolism in Obese Subjects With Diabetes or Prediabetes
sentences: DIETARY_SUPPLEMENT: Weight Loss, Parkinson's Disease, The objective of the study is to assess the effect of low-calorie diets with normal (18%) vs. high (35%) protein (mainly coming from animal source) composition on body weight and carbohydrates metabolism in overweight and obese subjects with pre-diabetes o, source_sentence: In developed countries, stroke is the third leading cause of death and the leading cause of permanent disability. Systemic and endovascular thrombolytic treatments in acute cerebral ischemic stroke caused by occlusion of large caliber vessels are currently
sentences: Stroke|Endovascular Thrombectomy|Ischemic Stroke, D2 receptor occupancy, To determine whether additional D2 receptor occupancy can be accomplished with doses of 160 mg of lurasidone per day., Up to 6 weeks, headache frequency, headache days, 12 week, source_sentence: Adjunctive Oral Hygiene Aids in Reducing Oral Hygiene Parameters Among Orthodontic Patients
sentences: Work of breathing, Gingival Bleeding|Dental Plaque Accumulation, Hemodialysis|Metabolic Syndrome X|Insulin Resistance, source_sentence: Gaucher Disease
sentences: Pregnancy Complications|Gestational Diabetes|Obstetric Labor Complications|Neurodevelopmental Disorders|Childhood Obesity, Premenstrual Syndrome (PMS), OTHER: Digital Engagement Application (GD App)|OTHER: No Intervention
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: ct pubmed clean eval
type: ct-pubmed-clean-eval
metrics: type: cosine_accuracy@1
value: 0.6569362716818584
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7522402984500596
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7922387600476904
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8404676743202184
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6569362716818584
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28274553542812453
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.185777470097304
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10339602322987579
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5430221548255469
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6531362790300814
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6998681289242362
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7595522516007772
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6889243452744613
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7148324881277467
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6491783814844273
name: Cosine Map@100
verified: no
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Created: 2025-08-05 01:50:32