{"id":"W2737102842","doi":"10.1002/ehf2.12197","title":"Recovery Free of Heart Failure After Acute Coronary Syndrome and Coronary Revascularization","year":2017,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Cardiology; Internal medicine; Heart failure; Acute coronary syndrome; Atrial fibrillation; Proportional hazards model; Coronary artery disease; Revascularization; Prospective cohort study; Myocardial infarction; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003287449,0.0003617079,0.0007535416,0.00017897,0.000316153,0.00008967093,0.000201826,0.0002738962,0.0006671553],"category_scores_gemma":[0.0001105897,0.0003196359,0.000264713,0.0001082201,0.0002430043,0.0005564777,0.0003766207,0.0002904075,0.000153588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007607269,"about_ca_system_score_gemma":0.0001125653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025035,"about_ca_topic_score_gemma":0.0001450206,"domain_scores_codex":[0.9979428,0.00008692892,0.0004347073,0.0005843695,0.0005017241,0.000449459],"domain_scores_gemma":[0.9976925,0.00004896325,0.0001463329,0.001688931,0.0001288539,0.0002943944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007170386,0.0004321945,0.6610457,0.0005934326,0.001207397,0.001161421,0.0002136156,0.000002778955,0.006009934,0.0002333695,0.3269474,0.001435701],"study_design_scores_gemma":[0.002938906,0.0009823079,0.7676054,0.0004662002,0.0005830915,0.001273687,0.00007961754,0.00002161717,0.0006102317,0.0002202196,0.2249226,0.0002961819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074916,0.0005506054,0.0001127607,0.08971276,0.0002485162,0.001472586,0.00007183546,0.0001213606,0.0002179876],"genre_scores_gemma":[0.9617186,0.0001274547,0.03352604,0.0009602146,0.0001087173,0.0001090248,0.000119257,0.00006203014,0.003268689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065597,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009615127283160675,"score_gpt":0.2459254681333869,"score_spread":0.2363103408502262,"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."}}