Model: nwachuks/MedEmbed-base-v0.1-finetuned
Author: nwachuks
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8049, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8049, loss:MultipleNegativesRankingLoss
widget: source_sentence: 26. In the investigators opinion subjects will not be able to comply with the follow-up requirements
sentences: The subject has a positive tuberculin skin test., The investigator believes the subject can comply with the follow-up requirements., The investigator believes the subject cannot fulfill the follow-up obligations., source_sentence: 2. Patients with crizotinib-treated ALK rearranged NSCLC must have received a next generation ALK inhibitor (e.g. ceritinib, alectinib or brigatinib) H. Prior palliative radiotherapy must have been completed at least 2 weeks before the first dose of study drug.
sentences: Patients with ALK rearranged NSCLC, previously treated with crizotinib, need to have been given a subsequent ALK inhibitor (such as ceritinib, alectinib, or brigatinib) and completed any prior palliative radiotherapy at least 14 days prior to starting the study drug., Patients with crizotinib-treated ALK rearranged NSCLC must have received a next generation ALK inhibitor (e.g. ceritinib, alectinib or brigatinib) and prior palliative radiotherapy must have been completed less than 2 weeks before the first dose of study drug., Patients with a history of diabetes are eligible for the clinical trial., source_sentence: 2. Persistent rhinitis diagnosis or nasal obstruction.
sentences: No ongoing rhinitis diagnosis or nasal blockage, Ongoing rhinitis diagnosis or nasal blockage, Subjects with seasonal allergies, source_sentence: 1. Positive serologic testing for HIV, HBsAg, or HCV.
sentences: A positive serologic test result for Human Immunodeficiency Virus (HIV), Hepatitis B surface antigen (HBsAg), or Hepatitis C virus (HCV)., Negative serologic test results for HIV, HBsAg, and HCV., History of latent TB infection confirmed by a positive TST or IGRA., source_sentence: 1. Participants who have an HLA-matched sibling who is able and willing to donate bone marrow. Patients with a HLA-matched unrelated donor are not excluded.
sentences: Eligible candidates have no history of smoking or using tobacco products., Individuals with an HLA-matched sibling, ready and capable of donating bone marrow, are eligible to participate., Patients with a HLA-matched unrelated donor are required to donate bone marrow.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer
results: task: type: triplet
name: Triplet
dataset: name: ai job validation
type: ai-job-validation
metrics: type: cosine_accuracy
value: 0.948310136795044
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: ai job test
type: ai-job-test
metrics: type: cosine_accuracy
value: 0.9473684430122375
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9473684430122375
name: Cosine Accuracy
verified: no
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Created: 2025-06-14 23:50:44