{"id":"W2745175693","doi":"10.36834/cmej.36925","title":"The essential role of physician as advocate: how and why we pass it on","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"State (computer science); Point (geometry); Medical education; Public relations; Medicine; Political science; Nursing; Computer science","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":[0.0386363,0.0007816408,0.001458038,0.002275034,0.02159564,0.01992136,0.003394142,0.02145137,0.01049759],"category_scores_gemma":[0.1058154,0.0008107994,0.0009683652,0.001587051,0.04269342,0.02319562,0.01033465,0.03865292,0.005199377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02665378,"about_ca_system_score_gemma":0.1151174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1521318,"about_ca_topic_score_gemma":0.2274478,"domain_scores_codex":[0.9600696,0.01523694,0.001688083,0.002388084,0.01414775,0.006469505],"domain_scores_gemma":[0.8779041,0.05299705,0.005683444,0.003382014,0.0294489,0.03058448],"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":[0.00006711305,0.00012153,0.004972411,0.001754792,0.00006042678,0.001076063,0.03151076,0.0001647525,0.0005084824,0.1947339,0.5873109,0.177719],"study_design_scores_gemma":[0.00002884686,0.00006440125,0.00289099,0.005748209,0.00005429904,0.001806665,0.0267507,0.0001936983,0.0002836519,0.08875982,0.87328,0.0001387327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007281989,0.01925203,0.001625033,0.962623,0.005372795,0.0000191202,0.00001261879,0.00005717123,0.01031007],"genre_scores_gemma":[0.1387137,0.09011818,0.01277236,0.7235302,0.01181695,0.0001874013,0.00007750066,0.0003422285,0.02244147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1521318,"threshold_uncertainty_score":0.3024926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051183978682205,"score_gpt":0.314515371036595,"score_spread":0.3064641870579128,"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."}}