{"id":"W1992316773","doi":"10.1016/s0277-9536(00)00043-5","title":"Neutralizing differences: producing neutral doctors for (almost) neutral patients","year":2000,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socialization; Lesbian; Sexual orientation; Ethnic group; Diversity (politics); Psychology; Medical education; Social work; Cultural diversity; Social psychology; Gender studies; Sociology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01112042,0.0005437816,0.0004731491,0.0005343973,0.001859756,0.002681988,0.001056733,0.00195621,0.01302343],"category_scores_gemma":[0.0393551,0.0002542405,0.0003686824,0.000478006,0.002421994,0.001577569,0.004388289,0.002101647,0.002012009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019741,"about_ca_system_score_gemma":0.002092186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373644,"about_ca_topic_score_gemma":0.0008048111,"domain_scores_codex":[0.9935353,0.003347243,0.0001777476,0.0005697169,0.001596106,0.0007739759],"domain_scores_gemma":[0.9732274,0.01268943,0.0028985,0.003524577,0.002550656,0.00510943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004501377,0.002962773,0.08972786,0.0006067316,0.0002005936,0.001281369,0.01243933,0.004302948,0.07181436,0.1349028,0.03235347,0.6449064],"study_design_scores_gemma":[0.003949921,0.01153139,0.122922,0.0005176069,0.001052949,0.006315601,0.03758685,0.04111956,0.1002269,0.4794765,0.1947885,0.0005121458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853977,0.0005002929,0.04584368,0.03079635,0.001268695,0.0003995002,0.0001030329,0.0005068321,0.06660461],"genre_scores_gemma":[0.9624739,0.0001310937,0.02365281,0.005050306,0.0001993225,0.0001080249,0.00005876373,0.00006624196,0.00825957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302343,"threshold_uncertainty_score":0.05881113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296907363114773,"score_gpt":0.3260593792247994,"score_spread":0.2830903055936517,"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."}}