{"id":"W2954936644","doi":"","title":"Post-Graduate medical education examination outcomes and work locations of IMG family medicine residents in Canada.","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada; Royal College of Physicians and Surgeons of Canada; Memorial University of Newfoundland","funders":"","keywords":"IMG; Work (physics); Medical education; Graduate medical education; Medicine; Family medicine; Gerontology; Accreditation; Computer science; Engineering","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":[0.000502968,0.000189363,0.0001834276,0.001014286,0.001081165,0.0006615915,0.0008724087,0.0004722852,0.003498639],"category_scores_gemma":[0.002932017,0.0001831812,0.0003681349,0.001633728,0.0005019928,0.0004410837,0.0008867474,0.0007061946,0.0003155982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008301603,"about_ca_system_score_gemma":0.01503744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9364669,"about_ca_topic_score_gemma":0.9635714,"domain_scores_codex":[0.999371,0.00002880255,0.00002950159,0.0000920992,0.0001910567,0.0002875067],"domain_scores_gemma":[0.9970391,0.0001104259,0.0008525064,0.00004245845,0.0007425142,0.00121299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004713599,0.00003383125,0.9955051,0.00001796111,0.000011333,0.00003087037,0.0002815712,0.00004046368,0.00003417111,0.00003061513,0.00114294,0.002823945],"study_design_scores_gemma":[0.000003282198,0.00001857099,0.9988047,0.00001564792,0.000005907991,0.00002315389,0.0007255751,0.00008488748,0.00002074033,0.000006613153,0.0002878984,0.000003070675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937827,0.0003489368,0.00002715627,0.0004461544,0.00001195068,0.00002196667,0.003256734,0.000007697022,0.002096663],"genre_scores_gemma":[0.9979336,0.0001481019,0.00003414475,0.00007030062,0.000004564105,0.00001036236,0.001116081,0.000002454077,0.0006803456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916984,"threshold_uncertainty_score":0.1278145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575575043440281,"score_gpt":0.3423652731899804,"score_spread":0.3166095227555776,"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."}}