{"id":"W4388721023","doi":"10.1370/afm.22.s1.5124","title":"Family physicians who provide comprehensive care to a group of patients over the long term: A study of key factors","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":"Descriptive statistics; Context (archaeology); Family medicine; Logistic regression; Primary care; Medicine; Health care; Population; Environmental health; Internal medicine; Geography","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":[0.003010409,0.0001735407,0.0002304795,0.0009429128,0.001830928,0.001285405,0.0006760184,0.0006198909,0.003085528],"category_scores_gemma":[0.01673018,0.000182987,0.0005264169,0.00232131,0.000791805,0.001560295,0.001166261,0.001031718,0.0001788309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004237823,"about_ca_system_score_gemma":0.009323802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2386001,"about_ca_topic_score_gemma":0.3683824,"domain_scores_codex":[0.9973006,0.0007413626,0.0002399583,0.0003912325,0.0006215124,0.000705377],"domain_scores_gemma":[0.9882596,0.003017881,0.005137815,0.0003016524,0.001015718,0.002267333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002142899,0.00004569239,0.9954947,0.0000249974,0.00002620525,0.00004025424,0.001160215,0.00001512674,0.00001378442,0.00007074985,0.0004797483,0.00260697],"study_design_scores_gemma":[0.000003461327,0.0000338561,0.9953873,0.00005692841,0.00001618364,0.00005282857,0.003719018,0.00005636088,0.00001490643,0.00004423824,0.0006109281,0.000003979346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940383,0.00102131,0.0001358166,0.002335107,0.00001967526,0.00006141602,0.0007104406,0.00000263224,0.00167528],"genre_scores_gemma":[0.9984587,0.000439326,0.0002209864,0.0002819398,0.00002496782,0.0000505575,0.0003252546,0.000001782097,0.0001965537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386001,"threshold_uncertainty_score":0.4744225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06632910556298276,"score_gpt":0.4085336141007354,"score_spread":0.3422045085377526,"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."}}