{"id":"W4210493062","doi":"10.1093/eurheartj/ehac052","title":"Ethnicity-dependent performance of the Global Registry of Acute Coronary Events risk score for prediction of non-ST-segment elevation myocardial infarction in-hospital mortality: nationwide cohort study","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; Population Health Research Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Confidence interval; Myocardial infarction; Ethnic group; Internal medicine; Framingham Risk Score; Receiver operating characteristic; Acute coronary syndrome; Demography; Cohort; Cardiology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003577771,0.0004980994,0.0004673325,0.0006446403,0.0004002683,0.0009516579,0.0005153492,0.0006046126,0.0008562808],"category_scores_gemma":[0.006964798,0.0002868109,0.0007171275,0.000646077,0.0003392262,0.0007287963,0.0006879217,0.0006533306,0.0004702409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379902,"about_ca_system_score_gemma":0.0003773751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00623122,"about_ca_topic_score_gemma":0.008593119,"domain_scores_codex":[0.9986579,0.0005859032,0.0001277779,0.0002777136,0.0002223076,0.0001284466],"domain_scores_gemma":[0.9964181,0.0006075079,0.001235757,0.0007395445,0.0005683174,0.0004305979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002439607,0.00003422108,0.9987041,0.000003292419,0.0001061326,0.0000265713,0.00003857355,0.00007606439,0.00008811303,0.000015533,0.00009930889,0.0005641378],"study_design_scores_gemma":[0.00001512569,0.00007389554,0.9987947,0.000003276661,0.00005486194,0.00007654284,0.00006861112,0.000731071,0.0000476677,0.00003201644,0.00009605431,0.000006150199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985311,0.00007658178,0.0001719941,0.00003483459,0.000009572608,0.00001186007,0.0006447769,0.000005260842,0.000513945],"genre_scores_gemma":[0.9987907,0.00003344865,0.00009489893,0.0000183345,0.000009442917,0.00001135418,0.0008865345,0.000004675648,0.0001506368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00623122,"threshold_uncertainty_score":0.01892126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194909112044844,"score_gpt":0.3262628493568389,"score_spread":0.2943137582363904,"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."}}