{"id":"W4412879352","doi":"10.1016/j.xjon.2025.07.003","title":"Surgical gloves need a better fit: Promoting equity in operating rooms","year":2025,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McGill University Health Centre; Jewish General Hospital; University of Toronto","funders":"","keywords":"Surgical Gloves; Equity (law); Surgical procedures; Business; Medicine; Surgery; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003930958,0.0001434082,0.0004296923,0.00007573725,0.0004325947,0.0001039549,0.0006525882,0.0002343084,0.002910604],"category_scores_gemma":[0.003769165,0.0001124929,0.00004310928,0.0003735753,0.00005130087,0.0004689308,0.00188994,0.0010952,0.0003561107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476512,"about_ca_system_score_gemma":0.0004367776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368321,"about_ca_topic_score_gemma":0.001061926,"domain_scores_codex":[0.9969674,0.001063086,0.0007509314,0.0003862709,0.0002440865,0.0005881631],"domain_scores_gemma":[0.997386,0.001877496,0.0001339023,0.0003899454,0.00007499681,0.0001377031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000291242,0.0008725247,0.8303915,0.002124214,0.00007244989,0.0001954187,0.01952687,0.00001458166,0.0006493619,0.01177247,0.06083076,0.07325867],"study_design_scores_gemma":[0.004174054,0.0001305221,0.08707103,0.003344149,0.00003677987,0.000002337354,0.01230424,0.002640951,0.0001662225,0.004780483,0.8849725,0.000376726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118654,0.00007613519,0.00002274234,0.1107761,0.0003838219,0.001707567,0.000004146602,0.00004852703,0.1751156],"genre_scores_gemma":[0.9761063,0.00001288666,0.001630553,0.007644884,0.0003380864,0.0003497647,0.00001257268,0.00001422929,0.01389073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8241417,"threshold_uncertainty_score":0.9980009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569795372300525,"score_gpt":0.5586674676481032,"score_spread":0.4016879304180506,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}