{"id":"W2070112413","doi":"10.1097/acm.0b013e3181dbfb41","title":"Commentary: One Strategy for Building Public Trust in Changing Times","year":2010,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Accountability; Public relations; Vision; Quality (philosophy); Collegiality; Professional development; Health care; Professional association; Public trust; Political science; Business; Medicine; Medical education; Psychology; Sociology; Pedagogy","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":[0.01752299,0.003083897,0.003522193,0.002482914,0.007076667,0.0106001,0.009362123,0.07914615,0.007034618],"category_scores_gemma":[0.08864778,0.001256112,0.002864869,0.002379032,0.0115601,0.01130832,0.003329413,0.07667155,0.00824156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009035483,"about_ca_system_score_gemma":0.01176757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147982,"about_ca_topic_score_gemma":0.01037741,"domain_scores_codex":[0.9836667,0.005973871,0.001775172,0.001935871,0.005595272,0.001053207],"domain_scores_gemma":[0.9240643,0.04974808,0.003445896,0.001900152,0.01509167,0.005749813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001802876,0.000008450548,0.00001706573,0.0001525961,0.00001068626,0.00009529244,0.00007637082,0.00001868165,0.00002174106,0.0008379543,0.9967752,0.001967772],"study_design_scores_gemma":[0.00008806332,0.00003943565,0.0002503256,0.001149109,0.00005620663,0.0003352056,0.0003413036,0.000231318,0.0001273024,0.005083341,0.9922467,0.00005172583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00005967963,0.004013093,0.0001512091,0.5856174,0.4084842,0.00002624135,0.00004123889,0.00005497027,0.00155206],"genre_scores_gemma":[0.001118796,0.002210048,0.0002799741,0.5801597,0.4114766,0.00007171274,0.00001781343,0.00003683494,0.004628499],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07914615,"threshold_uncertainty_score":0.09267151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429227522357179,"score_gpt":0.393609211486266,"score_spread":0.3493169362626943,"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."}}