{"id":"W21480333","doi":"","title":"Academic health leadership: looking to the future. Proceedings of a workshop held at the Canadian Institute of Academic Medicine meeting Québec, Que., Canada, Apr. 25 and 26, 2003.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadiana.org","funders":"","keywords":"Health care; Public relations; Political science; Corporate governance; Medical education; Medicine; Psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006939502,0.001493105,0.0006290028,0.001375383,0.01475674,0.00943535,0.003113746,0.005266822,0.03380674],"category_scores_gemma":[0.005808367,0.0009246939,0.0005979197,0.002633472,0.004652625,0.002635283,0.003782236,0.005936531,0.007657996],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05688129,"about_ca_system_score_gemma":0.1561683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8680917,"about_ca_topic_score_gemma":0.9697984,"domain_scores_codex":[0.9956989,0.0008923382,0.00009769207,0.0002420101,0.001271896,0.001797092],"domain_scores_gemma":[0.9895354,0.0004346694,0.00028399,0.00008001609,0.002883849,0.006782183],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002695139,0.00001784114,0.0004168794,0.0001523392,0.00000460543,0.00008144524,0.001315696,0.00003022201,0.00006193091,0.0006220673,0.972347,0.02492292],"study_design_scores_gemma":[0.00001879855,0.00001630228,0.004488548,0.0005318982,0.00001017068,0.00006164736,0.009255169,0.00003549525,0.00006867672,0.0004709365,0.9850161,0.00002625591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002584181,0.2069132,0.0007321222,0.6978568,0.04282511,0.0001766948,0.0007098073,0.0001732222,0.04802884],"genre_scores_gemma":[0.08727795,0.2297619,0.003537528,0.1043456,0.01105009,0.0004621339,0.001406392,0.0002749272,0.5618836],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9930605,"threshold_uncertainty_score":0.4127046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229544977207428,"score_gpt":0.3408812308492194,"score_spread":0.2179267331284766,"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."}}