{"id":"W7100420869","doi":"","title":"McMaster Health Forum 1 Evidence>> Insight>> Action Issue Brief: Fostering Leadership for Health-System Redesign in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Set (abstract data type); Health policy; Health care; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01319144,0.0007183388,0.0005448145,0.002118397,0.01711058,0.01180508,0.003545307,0.01358837,0.04827305],"category_scores_gemma":[0.02620809,0.0008865239,0.0007429643,0.002713412,0.006184465,0.003275206,0.005202513,0.008898649,0.002636528],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1063856,"about_ca_system_score_gemma":0.3100908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9231274,"about_ca_topic_score_gemma":0.9808317,"domain_scores_codex":[0.9844666,0.003337244,0.0004317304,0.0008053504,0.007279128,0.003680044],"domain_scores_gemma":[0.9682132,0.00629518,0.0009712172,0.0006374922,0.00950693,0.0143759],"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":[0.00004275561,0.00006003578,0.0007755808,0.0003314074,0.000007897309,0.0001608715,0.0009026101,0.00012643,0.0002077839,0.006793593,0.97002,0.02057102],"study_design_scores_gemma":[0.00005900116,0.00004104562,0.006312499,0.0005039901,0.00001166661,0.0000375315,0.002062834,0.0001700554,0.0002436602,0.00166167,0.9888425,0.00005344843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005292189,0.008941059,0.0009192652,0.8638982,0.01371912,0.001146342,0.002154727,0.0001813989,0.1037477],"genre_scores_gemma":[0.1578546,0.01769727,0.009121143,0.2314525,0.008653676,0.00139618,0.00214075,0.0003375219,0.5713465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8936144,"threshold_uncertainty_score":0.771885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.81759441978521,"score_gpt":0.6080748082461978,"score_spread":0.2095196115390122,"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."}}