{"id":"W4391953320","doi":"10.36834/cmej.75919","title":"A survey of undergraduate medical students’ knowledge and attitudes about gender bias: the Newfoundland and Labrador perspective","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ideology; Gender bias; Gender disparity; Perspective (graphical); Gender role; Gender equality; Scale (ratio); Medicine; Male gender; Gender discrimination; Social psychology; Psychology; Family medicine; Demography; Clinical psychology; Gender studies; Political science; Internal medicine; Sociology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698162,0.0001745565,0.0002537279,0.001235637,0.001963052,0.0009917463,0.0003643621,0.0004043294,0.004250125],"category_scores_gemma":[0.002643272,0.0002343882,0.0001797088,0.001288825,0.0009833486,0.0007257706,0.0009319187,0.0008544527,0.0004800594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671213,"about_ca_system_score_gemma":0.004878988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4279766,"about_ca_topic_score_gemma":0.681303,"domain_scores_codex":[0.998552,0.0003385969,0.00006347533,0.00007901666,0.0003863162,0.0005806026],"domain_scores_gemma":[0.9955453,0.0005881701,0.001046948,0.00006853305,0.000825415,0.001925647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007838444,0.0003094942,0.957293,0.00003917602,0.00001302613,0.0001907604,0.02354479,0.00002120838,0.0005781476,0.000109337,0.003373505,0.01444927],"study_design_scores_gemma":[0.000004578759,0.0001460091,0.9694922,0.00003394278,0.000004877947,0.00009235883,0.02700297,0.00004844112,0.00008344497,0.00001217261,0.003069206,0.000009749879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964929,0.0001433738,0.00002473354,0.0005872933,0.000007661384,0.00001393115,0.0001874894,0.000002007968,0.002540538],"genre_scores_gemma":[0.9967097,0.0003512683,0.00007414619,0.000638279,0.00001437705,0.00002081312,0.0001585799,0.000002217643,0.002030638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279766,"threshold_uncertainty_score":0.850971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852550173171858,"score_gpt":0.4132732382549421,"score_spread":0.3447477365232235,"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."}}