{"id":"W1866040930","doi":"","title":"Physicians certified in family medicine. What are they doing 8 to 10 years later?","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Family medicine; Certification; Medicine; Cohort; Scope of practice; Health care; Internal medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007482553,0.0001361422,0.0002046503,0.0004799425,0.001013175,0.0006504311,0.0004461539,0.001024954,0.004267475],"category_scores_gemma":[0.003945993,0.0001562844,0.0002138415,0.0006043371,0.0003341782,0.0009157245,0.000272049,0.0006068535,0.0009603071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390093,"about_ca_system_score_gemma":0.002453264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1277492,"about_ca_topic_score_gemma":0.2177487,"domain_scores_codex":[0.9993532,0.00007020726,0.00002218838,0.00006922626,0.0001500331,0.0003351606],"domain_scores_gemma":[0.9964874,0.0001810188,0.00152231,0.00005681073,0.0003980497,0.001354474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000362656,0.00005390762,0.9884297,0.00001928073,0.000008459142,0.0001846286,0.0004376149,0.00001325098,0.00009749036,0.00002196094,0.001665373,0.009032022],"study_design_scores_gemma":[0.0000061664,0.00005981684,0.9966154,0.00004835162,0.000006436408,0.0003102761,0.001347352,0.00002097037,0.00002878714,0.00001721137,0.001536755,0.000002544361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878099,0.002196667,0.00004872714,0.005881866,0.0001097442,0.00002357,0.0008781728,0.000007673246,0.003043778],"genre_scores_gemma":[0.993909,0.001593338,0.00008800867,0.001070564,0.00008846704,0.00001952259,0.0006967805,0.00000240607,0.002531899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277492,"threshold_uncertainty_score":0.2540113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040708066271085,"score_gpt":0.3814889728950356,"score_spread":0.2774181662679271,"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."}}