{"id":"W2920712026","doi":"","title":"Training family physicians as researchers: Outcomes over 15 years for Canada's first clinician scholar program.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Graduation (instrument); Interquartile range; Medical school; Medicine; Family medicine; Odds; Medical education; Academic year; Psychology; Logistic regression; Mathematics education; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004222511,0.0002434073,0.0003709041,0.00140654,0.004270134,0.002776719,0.001683075,0.00118493,0.003009724],"category_scores_gemma":[0.01658674,0.0002642711,0.0003644349,0.002555766,0.001056159,0.001296593,0.002427424,0.001892506,0.0005719365],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02168933,"about_ca_system_score_gemma":0.07052127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7123039,"about_ca_topic_score_gemma":0.8776617,"domain_scores_codex":[0.997224,0.0002945581,0.0001230583,0.0002583062,0.0009672677,0.00113284],"domain_scores_gemma":[0.9627217,0.001084349,0.006230255,0.0002788577,0.006293688,0.02339114],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002062554,0.0003312745,0.9595229,0.0001687817,0.00004224238,0.0001504462,0.005422214,0.00006540431,0.0001147578,0.0001129557,0.00748182,0.02638081],"study_design_scores_gemma":[0.00001920759,0.0001662699,0.9851301,0.0001601161,0.00001830605,0.000106377,0.01058555,0.00004611213,0.00006831159,0.00004054452,0.003645441,0.00001374124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867594,0.002748276,0.00005595681,0.004888641,0.000103295,0.0001097572,0.002384275,0.00002232258,0.002928123],"genre_scores_gemma":[0.9945627,0.001187291,0.0001803853,0.0005765475,0.00004092258,0.00006398393,0.001207726,0.00000616094,0.002174318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957775,"threshold_uncertainty_score":0.5787808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2861710524010448,"score_gpt":0.4539222092394615,"score_spread":0.1677511568384167,"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."}}