{"id":"W4383756071","doi":"10.56687/9781447352167-008","title":"The role of medical doctors in healthcare reforms in two Canadian provinces","year":2022,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Health care; Political science; Law","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":[0.004410157,0.0003647354,0.0005796457,0.002991263,0.02691934,0.0114234,0.002445273,0.005132372,0.008161126],"category_scores_gemma":[0.01272094,0.0007944048,0.0005594749,0.006374485,0.007627062,0.001822045,0.002816632,0.004872977,0.0003711326],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3058681,"about_ca_system_score_gemma":0.4898924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997838,"about_ca_topic_score_gemma":0.9992946,"domain_scores_codex":[0.9903821,0.001186552,0.0001781586,0.0002452222,0.001957425,0.00605043],"domain_scores_gemma":[0.9857598,0.003582719,0.0004479553,0.0002070366,0.003417889,0.006584538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007201614,0.0002932617,0.03810672,0.0006642357,0.00008058525,0.002695134,0.05152949,0.003197381,0.0007848211,0.5564258,0.2604671,0.08503512],"study_design_scores_gemma":[0.0003528289,0.0001139323,0.1828758,0.0008450582,0.0001177426,0.0002547691,0.08996267,0.002126866,0.0006307498,0.01309805,0.7093477,0.0002738637],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2825897,0.01789805,0.0006000535,0.258321,0.001344334,0.000364917,0.001974924,0.00007907335,0.4368279],"genre_scores_gemma":[0.7806228,0.006172048,0.0009010865,0.02062625,0.0002284106,0.00009978632,0.0003683547,0.00004492424,0.1909363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.694132,"threshold_uncertainty_score":0.8050947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06089706468894442,"score_gpt":0.4367475774898453,"score_spread":0.3758505128009009,"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."}}