{"id":"W1732322472","doi":"10.26443/mjm.v9i1.497","title":"Leadership in medicine","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002825399,0.0006451771,0.0008206664,0.001605567,0.004482327,0.004704247,0.001129459,0.004105424,0.4356062],"category_scores_gemma":[0.01803191,0.0003533923,0.0004948213,0.001114301,0.001435034,0.00285396,0.003568057,0.003104792,0.2593094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912859,"about_ca_system_score_gemma":0.01179186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614092,"about_ca_topic_score_gemma":0.01499743,"domain_scores_codex":[0.9964797,0.0006456365,0.0001925886,0.0003250765,0.001506001,0.0008510487],"domain_scores_gemma":[0.9763095,0.002336724,0.001052247,0.00137033,0.008582563,0.01034861],"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":[0.00004475346,0.0000225785,0.0002522945,0.000161491,0.000004101139,0.00003690026,0.00003634612,0.00001608548,0.00022589,0.002647184,0.9616948,0.03485745],"study_design_scores_gemma":[0.0000198849,0.00002110251,0.001259103,0.0004080952,0.000004812092,0.00007362277,0.00009219992,0.00004150639,0.00008897614,0.0009105871,0.9970751,0.000005052956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001229143,0.00636232,0.0004612103,0.07564415,0.05733072,0.0001456629,0.0008306014,0.0004329597,0.8575633],"genre_scores_gemma":[0.02072942,0.006511029,0.0003694743,0.06150836,0.01587849,0.0003930131,0.0006555334,0.0002409763,0.8937137],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4356062,"threshold_uncertainty_score":0.8050392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7084394651367356,"score_gpt":0.4871899359735165,"score_spread":0.2212495291632191,"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."}}