{"id":"W3149831127","doi":"10.1016/j.jchf.2020.12.015","title":"Global Differences in Burden and Treatment of Ischemic Heart Disease in Acute Heart Failure","year":2021,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Medical Research Council; Servier; Bundesministerium für Bildung und Forschung; MyoKardia; Boston Scientific Corporation; Patient-Centered Outcomes Research Institute; National Institutes of Health; Medtronic; Novartis; Bayer; Bristol-Myers Squibb; AstraZeneca; Roche; Philips; Vifor Pharma; Pfizer; Boehringer Ingelheim; Amgen; Agency for Healthcare Research and Quality; European Commission; Sanofi; Abbott Laboratories; American Heart Association","keywords":"Medicine; Ejection fraction; Heart failure; Hazard ratio; Internal medicine; Cardiology; Coronary artery disease; Revascularization; Confidence interval; Myocardial 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":[0.0001283752,0.0003976906,0.0010007,0.0001984695,0.00005495063,0.000044431,0.00006608608,0.0001757757,0.0002752839],"category_scores_gemma":[0.00006420135,0.0003293087,0.0001997823,0.0006701511,0.0001079276,0.0001643127,0.0001016124,0.0001519449,0.00004604924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802805,"about_ca_system_score_gemma":0.0003348216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008403287,"about_ca_topic_score_gemma":0.002098764,"domain_scores_codex":[0.9976843,0.0001347829,0.000526248,0.0006891406,0.0003934028,0.0005721354],"domain_scores_gemma":[0.9988067,0.00009613469,0.00005285285,0.0005457368,0.0000781906,0.0004204401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002573366,0.000668188,0.9495721,0.000145989,0.0001450239,0.0004628882,0.0003631443,0.000005439673,0.00385821,0.0001014076,0.04370902,0.0007112079],"study_design_scores_gemma":[0.004796671,0.0005326222,0.5934282,0.0003809483,0.0002360013,0.00009697759,0.0006597726,0.0000946147,0.001061457,0.00007122746,0.3983558,0.0002857025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458021,0.001207039,0.000004629383,0.1518876,0.00007530872,0.0007909739,0.00005110578,0.00005096292,0.0001302944],"genre_scores_gemma":[0.9898328,0.0001689248,0.008148783,0.0005251404,0.0001716417,0.0001367657,0.0001032429,0.00002551725,0.0008871622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561439,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451989703175529,"score_gpt":0.274227935966971,"score_spread":0.2597080389352157,"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."}}