{"id":"W4281720893","doi":"10.1503/cmaj.211340-f","title":"Diversité dans la haute hiérarchie des organisations de santé au Canada: étude transversale sur la perception de la race et du genre","year":2022,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Political science; Humanities; Art","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":[0.002108968,0.0002694961,0.0005289357,0.003369726,0.009303176,0.004282598,0.001343515,0.0005795443,0.003665742],"category_scores_gemma":[0.005243612,0.0004258882,0.0004502559,0.007520291,0.00315608,0.001396817,0.003449672,0.001786494,0.0001805499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04519929,"about_ca_system_score_gemma":0.07935408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899387,"about_ca_topic_score_gemma":0.9938121,"domain_scores_codex":[0.9969293,0.0003731797,0.0001528421,0.0003260741,0.001051856,0.001166736],"domain_scores_gemma":[0.9939027,0.0006309212,0.001547701,0.000156873,0.002030238,0.001731577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005569068,0.00007376586,0.9041147,0.0001244529,0.00005246915,0.00011747,0.07285412,0.0001125901,0.0002531047,0.002961876,0.001239875,0.01803985],"study_design_scores_gemma":[0.000005493186,0.00003495175,0.9178619,0.0002047114,0.00002014895,0.00005192947,0.07609175,0.0001858937,0.00005518924,0.0003104441,0.005156323,0.00002117649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916124,0.00108092,0.0002223546,0.001107907,0.00001608817,0.00008821853,0.0009066918,0.000007602639,0.00495787],"genre_scores_gemma":[0.9969438,0.0007757717,0.0002845037,0.0002027158,0.000004910573,0.0000466923,0.0002942159,0.000004945922,0.001442432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04519929,"threshold_uncertainty_score":0.3279454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006299625344940341,"score_gpt":0.2220861530753657,"score_spread":0.2157865277304254,"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."}}