{"id":"W2784542817","doi":"","title":"Does clinical exposure matter? Pilot assessment of patient visits in an urban family medicine residency program.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Royal Victoria Regional Health Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Family medicine; Medical diagnosis; Medical record; Ambulatory; Specialty; Pediatrics; Internal medicine","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":[0.002474566,0.000153083,0.0002000175,0.0005994202,0.0004569061,0.0006886898,0.0003257838,0.0004777865,0.00171577],"category_scores_gemma":[0.01452196,0.0002181884,0.000257984,0.0005951812,0.0003820283,0.0006911057,0.0007738401,0.0006800013,0.0002210673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006764834,"about_ca_system_score_gemma":0.0009992388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006231,"about_ca_topic_score_gemma":0.01026426,"domain_scores_codex":[0.9978872,0.001030099,0.00018527,0.0001917982,0.000449435,0.0002563041],"domain_scores_gemma":[0.9898539,0.003003855,0.004131522,0.0002160357,0.0008928595,0.001901763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007044401,0.0001581172,0.9968041,0.000007362385,0.00001302192,0.00005489743,0.0003895439,0.00002179724,0.00006593783,0.000004985745,0.0001479255,0.002261886],"study_design_scores_gemma":[0.000004691322,0.0002952621,0.9984413,0.000006423943,0.00000516931,0.00007673389,0.0008917176,0.0001132642,0.0000318239,0.000005818988,0.0001255386,0.000002328898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993512,0.00002980421,0.0000419782,0.0001057987,0.000003793074,0.00002085749,0.00008368672,0.000002462672,0.0003603506],"genre_scores_gemma":[0.9996653,0.00001866622,0.00007534729,0.00005781481,0.000007421738,0.00001598947,0.00009054169,8.970593e-7,0.00006820948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004006231,"threshold_uncertainty_score":0.01308692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346563676114492,"score_gpt":0.4934138535799067,"score_spread":0.3587574859684575,"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."}}