{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454061,0.000174783,0.0002554554,0.001249028,0.0008603635,0.0009197899,0.0006877109,0.0003838117,0.001634083],"category_scores_gemma":[0.01026513,0.0001340513,0.0004039386,0.002230644,0.0004867017,0.0002454673,0.001000436,0.0005135711,0.00008217462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105637,"about_ca_system_score_gemma":0.009945424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7850553,"about_ca_topic_score_gemma":0.8375449,"domain_scores_codex":[0.9978254,0.0002387671,0.0001386839,0.0002190375,0.001030343,0.0005477451],"domain_scores_gemma":[0.9939947,0.0004010002,0.002929497,0.0001172369,0.001158689,0.001398864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003305421,0.00001296921,0.9959252,0.0000256283,0.0000346107,0.00001979711,0.0001787572,0.00004939476,0.00002590267,0.00004441463,0.0006046091,0.003045561],"study_design_scores_gemma":[0.000002765089,0.000006950963,0.9996049,0.00001137881,0.000006942252,0.0000157808,0.00009704405,0.00004471127,0.000006440262,0.000007732855,0.000193653,0.000001729651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991128,0.001242806,0.00009759368,0.001317051,0.00002721324,0.00003337935,0.002589743,0.000007632209,0.003556552],"genre_scores_gemma":[0.9985057,0.0002733327,0.00009669646,0.00009553455,0.00001598342,0.000007636524,0.000888406,0.000001597588,0.0001152776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149447,"threshold_uncertainty_score":0.4324211,"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."}}