{"id":"W4404193022","doi":"10.1016/b978-0-443-13251-3.00004-1","title":"Equity, diversity, and inclusion in medicine: Sisyphean undertaking or achievable reality","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Inclusion (mineral); Diversity (politics); Equity (law); Political science; Geography; Sociology; Social science; Anthropology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003426133,0.000455528,0.0006382886,0.0009382518,0.003677079,0.009454398,0.000794443,0.003148347,0.01195198],"category_scores_gemma":[0.003700459,0.0002175249,0.0002467673,0.001587347,0.02024109,0.008045436,0.007987141,0.004970198,0.001037452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356809,"about_ca_system_score_gemma":0.006835693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169117,"about_ca_topic_score_gemma":0.006388638,"domain_scores_codex":[0.9980477,0.001137064,0.00006006322,0.0001163504,0.0004582948,0.0001804778],"domain_scores_gemma":[0.9977471,0.00155892,0.0000921802,0.0001410058,0.0001285879,0.000332123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004718074,0.00002008208,0.0001152273,0.00009790737,0.000002376604,0.00003546031,0.005456546,0.00005426232,0.00006456993,0.9330689,0.02764497,0.03343488],"study_design_scores_gemma":[0.000005554051,0.00002427303,0.0004248375,0.0008181783,0.000003545891,0.00011847,0.007794659,0.0001537275,0.00006083737,0.5569628,0.4336243,0.000008787279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006964553,0.1251064,0.005780384,0.1356239,0.006170973,0.00005170847,0.00004633129,0.00004979115,0.720206],"genre_scores_gemma":[0.4155225,0.1142187,0.01291018,0.04012929,0.0142339,0.0003671366,0.00009221485,0.00013796,0.4023881],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01195198,"threshold_uncertainty_score":0.03998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007467485853811,"score_gpt":0.3574378776121543,"score_spread":0.2566911290267732,"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."}}