{"id":"W4295756858","doi":"10.46747/cfp.6809703","title":"Priorities in health system reform","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Health care reform; Healthcare system; Health care; Computer science; Data science; Health policy; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.05384441,0.00113936,0.001521481,0.003276333,0.01559967,0.02321691,0.003894305,0.02933863,0.03520722],"category_scores_gemma":[0.06915089,0.0007527801,0.001331927,0.003336764,0.01762077,0.02113945,0.0170039,0.02937309,0.003913312],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04578767,"about_ca_system_score_gemma":0.2227466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07464992,"about_ca_topic_score_gemma":0.1143463,"domain_scores_codex":[0.9432412,0.02699577,0.001290929,0.001860039,0.007580474,0.01903155],"domain_scores_gemma":[0.9105004,0.01673888,0.001929174,0.001619682,0.01286491,0.05634688],"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":[0.00005165985,0.0001672594,0.001007392,0.0007157655,0.0000437816,0.0001968427,0.002287937,0.0005030747,0.00009630699,0.3502871,0.6045125,0.04013047],"study_design_scores_gemma":[0.0001579558,0.0001337879,0.003806727,0.004631721,0.00003862704,0.0001660304,0.01981549,0.0007963163,0.0001654431,0.3433002,0.6268719,0.0001158177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005940989,0.005719251,0.0004114697,0.9789065,0.002991084,0.00003890368,0.00007452939,0.00003403228,0.01123001],"genre_scores_gemma":[0.2099417,0.03040626,0.008166359,0.7136778,0.01535544,0.0006427928,0.0006490321,0.0001529607,0.02100756],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9542123,"threshold_uncertainty_score":0.3322144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461911781543681,"score_gpt":0.3467892146067971,"score_spread":0.3021700967913603,"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."}}