{"id":"W2615537516","doi":"10.9778/cmajo.20160103","title":"Career and research outcomes of the physician-scientist training program at the University of Calgary: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Graduation (instrument); Diversity (politics); Medical education; Family medicine; Medicine; Graduate medical education; Retrospective cohort study; Cohort; Psychology; Accreditation; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002145556,0.0002841027,0.000565663,0.00288695,0.00135687,0.001426823,0.001126843,0.000680604,0.001269089],"category_scores_gemma":[0.005376823,0.0004456092,0.0003795559,0.005952957,0.0006235963,0.001016016,0.001175934,0.0007630694,0.0003613952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999676,"about_ca_system_score_gemma":0.004635049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2267067,"about_ca_topic_score_gemma":0.2467865,"domain_scores_codex":[0.9980116,0.0002074529,0.0001997261,0.0003630879,0.0006996656,0.0005183558],"domain_scores_gemma":[0.9923015,0.0008535071,0.003504992,0.0004493823,0.001426694,0.001464003],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002718879,0.00001678464,0.9991804,0.000006588623,0.00001597537,0.00003893961,0.0002384501,0.000005998735,0.0000356764,0.000006115148,0.0001120599,0.0003157415],"study_design_scores_gemma":[0.000002608658,0.00003123434,0.999076,0.0000103752,0.000008503262,0.0000575772,0.0006565904,0.00002622201,0.00001329209,0.000003764813,0.0001112236,0.000002495107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980441,0.0002764761,0.0000336646,0.0000573533,0.000004477365,0.00003322024,0.001290175,0.00000296321,0.0002574351],"genre_scores_gemma":[0.9980353,0.0003137028,0.00008863004,0.00007888852,0.00001041452,0.00004415099,0.001182113,0.000003907368,0.0002428138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978545,"threshold_uncertainty_score":0.4507742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2732596465740422,"score_gpt":0.4980638107873959,"score_spread":0.2248041642133537,"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."}}