{"id":"W3082897750","doi":"10.1161/circulationaha.120.050304","title":"Initial Invasive Versus Conservative Management of Stable Ischemic Heart Disease in Patients With a History of Heart Failure or Left Ventricular Dysfunction","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Ejection fraction; Cardiology; Heart failure; Internal medicine; Myocardial infarction; Stroke (engine); Unstable angina; Angina; Stroke volume","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":[0.001009828,0.0003063865,0.0008171764,0.0002892852,0.0002793694,0.0004575928,0.00029097,0.000563017,0.001345126],"category_scores_gemma":[0.002549151,0.0001447623,0.0007327634,0.0002189269,0.0003375461,0.0003338321,0.0003088635,0.000600482,0.0001430266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182639,"about_ca_system_score_gemma":0.0005913715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009570911,"about_ca_topic_score_gemma":0.002350998,"domain_scores_codex":[0.9994863,0.0002059285,0.00006406467,0.00009604322,0.00006138987,0.00008618139],"domain_scores_gemma":[0.998899,0.0003943236,0.0002968388,0.00003390669,0.00003518182,0.0003407651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2453552,0.01709578,0.5127329,0.001198423,0.002857137,0.0003477912,0.0004508072,0.001263103,0.004223461,0.0003695001,0.002329091,0.2117769],"study_design_scores_gemma":[0.03834607,0.1237069,0.82846,0.0005360636,0.001972049,0.0005189036,0.0005650129,0.00264351,0.001202498,0.0005329475,0.001468632,0.00004735473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962915,0.002406552,0.0001092536,0.0003031823,0.00007279158,0.00006985027,0.00007912824,0.000005213064,0.0006624716],"genre_scores_gemma":[0.9986432,0.0005797495,0.0001578145,0.0002545714,0.000103148,0.00007251238,0.0001121294,6.922538e-7,0.00007623026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345126,"threshold_uncertainty_score":0.005340517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790503587983794,"score_gpt":0.239004332948366,"score_spread":0.211099297068528,"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."}}