{"id":"W1822038061","doi":"","title":"Physician Leadership: Learning from Dr. Bill Cavers, President of Doctors of BC","year":2015,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004229825,0.0005296557,0.0005781419,0.0008156788,0.005456324,0.004133725,0.0008870271,0.005597619,0.02737382],"category_scores_gemma":[0.02537926,0.000388402,0.0003727494,0.0005889036,0.002121217,0.002845819,0.002331013,0.01372794,0.009297065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003638688,"about_ca_system_score_gemma":0.0142064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146918,"about_ca_topic_score_gemma":0.07415999,"domain_scores_codex":[0.9955076,0.0009903791,0.0001963261,0.0004245309,0.002154732,0.0007264014],"domain_scores_gemma":[0.9613778,0.002427121,0.0007917933,0.0004416959,0.008278633,0.02668299],"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":[0.000008743075,0.00001911791,0.0004778136,0.00002311384,0.000003146744,0.00009890563,0.000155787,0.00001440768,0.00005294562,0.0003689396,0.9864472,0.01232987],"study_design_scores_gemma":[0.00003189537,0.00007018891,0.00333585,0.0003969994,0.00001089868,0.001158331,0.001992179,0.0001216613,0.0001709079,0.001854686,0.9908218,0.0000346997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005715989,0.005498615,0.0002239321,0.9490115,0.0358977,0.00001083893,0.00002544378,0.00004741616,0.008712905],"genre_scores_gemma":[0.03080031,0.024566,0.001590078,0.7245601,0.06401993,0.00006546814,0.0001067764,0.0001858211,0.1541056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02737382,"threshold_uncertainty_score":0.09157455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2360664366723849,"score_gpt":0.4548847605045699,"score_spread":0.2188183238321851,"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."}}