{"id":"W2054093990","doi":"10.1016/j.hcmf.2012.09.005","title":"Transforming Healthcare in Ontario through Integration, Evidence, and Building Capacity for Improvement","year":2012,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Agency (philosophy); Quality (philosophy); Quality management; Business; Public relations; Political science; Marketing","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":[0.02503331,0.0004487834,0.0004937354,0.002804384,0.01268358,0.01259983,0.00243376,0.003014324,0.004122332],"category_scores_gemma":[0.02892416,0.0006717188,0.0005891035,0.004134107,0.01313958,0.004680956,0.01186566,0.003408288,0.0004235392],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1354373,"about_ca_system_score_gemma":0.489588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362469,"about_ca_topic_score_gemma":0.9767733,"domain_scores_codex":[0.9672959,0.01040101,0.001308216,0.0009707233,0.01300275,0.007021326],"domain_scores_gemma":[0.9587421,0.006064821,0.003018559,0.001764438,0.01238517,0.01802501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001952672,0.0003524202,0.0484345,0.001976748,0.0001589011,0.001571992,0.07174342,0.002233633,0.001799428,0.2152645,0.3199499,0.3363194],"study_design_scores_gemma":[0.0001371204,0.0001438022,0.05639438,0.001313875,0.00006625698,0.0001589704,0.02508262,0.001067325,0.0005456472,0.05158076,0.8633831,0.0001261199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0531259,0.01765054,0.007456994,0.7039376,0.001522155,0.0006248581,0.0005281057,0.0002671997,0.2148867],"genre_scores_gemma":[0.8733596,0.01681156,0.03086971,0.03498552,0.000789953,0.0004476863,0.0005333622,0.000129768,0.0420729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8645627,"threshold_uncertainty_score":0.982671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2225749725774327,"score_gpt":0.4535730956162375,"score_spread":0.2309981230388048,"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."}}