{"id":"W2289251931","doi":"","title":"Want Improved Healthcare Performance? Treat Canadian Doctors Like Finnish Teachers","year":2013,"lang":"en","type":"article","venue":"Insights (Essays)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Health care; Medical education; Medicine; Nursing; Business; Public relations; Political science; Economic growth; Economics","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":[0.007945783,0.0007063242,0.0008536003,0.001453917,0.05067986,0.01596173,0.002761924,0.02664965,0.008015174],"category_scores_gemma":[0.03058464,0.0005062292,0.0009470436,0.003024562,0.02002092,0.004419022,0.004741524,0.0358607,0.001476716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09973959,"about_ca_system_score_gemma":0.1493555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9281449,"about_ca_topic_score_gemma":0.973184,"domain_scores_codex":[0.9883158,0.001826191,0.000251202,0.0006894451,0.003034654,0.005882819],"domain_scores_gemma":[0.9691876,0.007885034,0.001378809,0.0003296592,0.006650514,0.01456844],"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":[0.00008491449,0.00004997077,0.0041583,0.0001295195,0.00005276696,0.0009182323,0.04339617,0.00006312994,0.0001210865,0.0261107,0.9140648,0.0108503],"study_design_scores_gemma":[0.0001355407,0.00004053679,0.0128596,0.001057601,0.0001218642,0.0005153749,0.2035994,0.00006016302,0.0001498405,0.006004557,0.7752726,0.0001829017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007121211,0.006391115,0.00004469687,0.9521958,0.008026639,0.000009966698,0.0001065672,0.000007861923,0.02609619],"genre_scores_gemma":[0.1759103,0.007369377,0.000217629,0.7523131,0.004755361,0.00005112243,0.0001043555,0.00004881389,0.05922999],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9002604,"threshold_uncertainty_score":0.7236648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642769180930062,"score_gpt":0.3358223059279162,"score_spread":0.2993946141186156,"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."}}