{"id":"W4317888409","doi":"10.46747/cfp.690111","title":"Our role in making the Canadian health care system one of the world’s best","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Healthcare system; Health care; Primary care; Primary health care; Medicine; Data science; Computer science; Family 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":[0.04690868,0.001273414,0.001536455,0.003418318,0.04336364,0.03277602,0.007406126,0.0159005,0.01972096],"category_scores_gemma":[0.07134011,0.0008396123,0.0009253346,0.005979709,0.03562165,0.01517444,0.01429616,0.0243317,0.003064178],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1376007,"about_ca_system_score_gemma":0.5124272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.965033,"about_ca_topic_score_gemma":0.9764562,"domain_scores_codex":[0.9439695,0.01293014,0.001494433,0.002549993,0.02573105,0.01332484],"domain_scores_gemma":[0.8425077,0.01103123,0.002828848,0.003659,0.05375283,0.08622039],"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":[0.00002929588,0.00005915641,0.002493536,0.0003696581,0.00005095566,0.0002005653,0.007516298,0.000339071,0.0001542026,0.1281839,0.8127487,0.04785461],"study_design_scores_gemma":[0.00002702974,0.00002939818,0.00362774,0.001471295,0.00004794461,0.000155051,0.01797781,0.0003592575,0.0001655712,0.03642626,0.939518,0.0001945711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001106902,0.005939694,0.001155321,0.9624096,0.004478231,0.00002774452,0.0001613519,0.0001017299,0.02461941],"genre_scores_gemma":[0.2903407,0.04819258,0.03383493,0.5707527,0.01194862,0.0002309635,0.0007868731,0.0005317891,0.0433808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.965033,"threshold_uncertainty_score":0.9983674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07436317972069116,"score_gpt":0.3804476662265458,"score_spread":0.3060844865058546,"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."}}