{"id":"W2123352867","doi":"10.1001/archinte.165.4.458","title":"Quality of Care of International and Canadian Medical Graduates in Acute Myocardial Infarction","year":2005,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Myocardial infarction; Retrospective cohort study; Workforce; Emergency medicine; Cohort; Internal medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000533092,0.0001009159,0.0004584569,0.0003557735,0.00003726486,4.874507e-7,0.0002522014,0.00009845454,0.0004928228],"category_scores_gemma":[0.001011314,0.00008113901,0.00004436412,0.00009972066,0.0004035578,0.00005469946,0.00009824589,0.0004067294,0.000002864364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008475417,"about_ca_system_score_gemma":0.0003517953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2894661,"about_ca_topic_score_gemma":0.2470603,"domain_scores_codex":[0.997752,0.0002801873,0.001080171,0.0001486255,0.0004872189,0.0002517646],"domain_scores_gemma":[0.9982529,0.000790508,0.0003554364,0.0001419692,0.0001457836,0.0003134321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006043044,0.00002895636,0.9183599,0.0003650862,0.0001029396,0.000005659831,0.02764935,0.00000604449,0.0007535945,0.003813345,0.0006700236,0.04764083],"study_design_scores_gemma":[0.002732366,0.0004053663,0.9676782,0.00486955,0.00002067316,0.000006607205,0.01152528,0.0003243012,0.0002734817,0.0009246035,0.01115161,0.00008800365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955066,0.0009346229,0.00004283352,0.01193393,0.00055806,0.0002454584,0.00006086706,0.000007097096,0.0311511],"genre_scores_gemma":[0.9969661,0.001128908,0.0005276675,0.000909064,0.0003026219,0.000009363637,0.00002275544,0.000007550508,0.0001259603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04931829,"threshold_uncertainty_score":0.7666789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725084756811268,"score_gpt":0.4328667769901179,"score_spread":0.4056159294220053,"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."}}