{"id":"W3137184619","doi":"10.1097/ceh.0000000000000342","title":"Reimagining Bias: Making Strange With Disclosure","year":2021,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Affect (linguistics); Declaration; Health care; Psychology; Process (computing); Public relations; Conflict of interest; Implicit bias; Professional development; Power (physics); Social psychology; Medical education; Political science; Medicine; Pedagogy; Computer science; 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":[0.1831027,0.0007375839,0.00077128,0.001209079,0.01117435,0.01601184,0.003654972,0.01147345,0.004487549],"category_scores_gemma":[0.3968533,0.0007087442,0.00113815,0.000760613,0.03030075,0.02066496,0.01491576,0.0190367,0.001285332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00467175,"about_ca_system_score_gemma":0.01737923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009833684,"about_ca_topic_score_gemma":0.001566045,"domain_scores_codex":[0.7143407,0.2375985,0.0131633,0.004508083,0.02544383,0.004945507],"domain_scores_gemma":[0.6185726,0.2800921,0.0365352,0.03055744,0.02375082,0.0104918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002121717,0.0003671506,0.01203989,0.00142603,0.000165825,0.003877735,0.2356372,0.0007745569,0.003951857,0.2740209,0.1065177,0.3610089],"study_design_scores_gemma":[0.0001238337,0.0004001676,0.003380606,0.004486617,0.0001504117,0.006097633,0.1173315,0.002503256,0.007773489,0.3573838,0.5001004,0.0002683516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04548344,0.00487373,0.09719911,0.8012425,0.009576638,0.0004746561,0.00004021406,0.0004062708,0.04070353],"genre_scores_gemma":[0.7377843,0.003548533,0.07056972,0.1704486,0.007103668,0.0005832428,0.00004182829,0.0001952481,0.009724909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1831027,"threshold_uncertainty_score":0.9683512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04864631643489409,"score_gpt":0.4429478198694078,"score_spread":0.3943015034345138,"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."}}