{"id":"W4317895496","doi":"10.1370/afm.21.s1.3735","title":"Patients of Comprehensive Primary Care Physicians Receive Better Care and Have Better Outcomes: Findings from Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Health care; Ambulatory care; Primary care; Context (archaeology); Population; MEDLINE; Population health; Environmental health","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":[0.001475328,0.0004617313,0.0007845527,0.001582253,0.004744734,0.001971882,0.001855428,0.0007060727,0.004531758],"category_scores_gemma":[0.007358065,0.0004813121,0.001215108,0.007281515,0.00113605,0.0006417353,0.001507954,0.0009866538,0.0003755146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04795963,"about_ca_system_score_gemma":0.09488118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980831,"about_ca_topic_score_gemma":0.9990651,"domain_scores_codex":[0.9973741,0.0001980642,0.0001833769,0.0004194438,0.0009245606,0.0009005457],"domain_scores_gemma":[0.9892437,0.0007434828,0.002147965,0.0003900065,0.005087825,0.002387044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001755864,0.00005600643,0.9789051,0.0002176249,0.0001790096,0.0002277273,0.003791359,0.0001135337,0.000177601,0.0002876981,0.007997579,0.007871043],"study_design_scores_gemma":[0.00002840834,0.00001186002,0.9966426,0.0001119314,0.00006926542,0.00004234199,0.001424998,0.0000861667,0.00001775817,0.00003913642,0.001514077,0.00001142903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482387,0.006326867,0.0003174671,0.00644496,0.0001272794,0.0002115519,0.02159171,0.00003681662,0.01670467],"genre_scores_gemma":[0.9900807,0.002188622,0.0002779539,0.001150967,0.00004574993,0.0000619104,0.003784404,0.0000250312,0.002384653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04795963,"threshold_uncertainty_score":0.347973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703382524454286,"score_gpt":0.3205843267110338,"score_spread":0.2935505014664909,"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."}}