{"id":"W2021056228","doi":"10.1093/eurjhf/hfq194","title":"Predictors and Prognostic Impact of Recurrent Myocardial Infarction in Patients with Left Ventricular Dysfunction, Heart Failure, or Both Following a First Myocardial Infarction","year":2010,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Myocardial infarction; Heart failure; Internal medicine; Electrocardiography in myocardial infarction; Infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001665497,0.0003577916,0.0008126886,0.0008647961,0.0001801358,0.00008698269,0.0001362982,0.0001333709,0.0001317984],"category_scores_gemma":[0.0008326943,0.0002487822,0.000621206,0.0006971908,0.0001808451,0.0005694572,0.00007781513,0.001527782,0.00001669466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109376,"about_ca_system_score_gemma":0.0004168031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000435591,"about_ca_topic_score_gemma":0.00002682671,"domain_scores_codex":[0.9963571,0.000571806,0.0009860892,0.0003683225,0.001223095,0.0004935582],"domain_scores_gemma":[0.9978595,0.000159556,0.0004197577,0.0003562919,0.0007100627,0.0004947942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002662834,0.0003048267,0.9456653,0.00005935871,0.0009702377,0.0001062208,0.0002505435,0.0001811558,0.001103736,0.00000105493,0.04831286,0.0003818402],"study_design_scores_gemma":[0.006504196,0.006534337,0.8945786,0.0004109335,0.0003510613,0.0009028701,0.00009542343,0.00003253952,0.00005697098,0.000002323325,0.09032165,0.0002090842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929655,0.00009657874,0.0001087712,0.004904981,0.0008762291,0.0009477244,0.00001829551,0.00003468549,0.00004729197],"genre_scores_gemma":[0.9966449,0.00003161061,0.002178312,0.0002174454,0.0007898916,0.000005961769,0.00003549643,0.00007834277,0.00001802603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05108672,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007715477934038093,"score_gpt":0.2500698355664974,"score_spread":0.2423543576324593,"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."}}