{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004821665,0.0001648331,0.0002429964,0.0003650721,0.0005860798,0.0003896362,0.0002989239,0.0001991319,0.002722699],"category_scores_gemma":[0.001403849,0.00006881444,0.0002016915,0.0003140683,0.0003420904,0.0002358536,0.0004165318,0.000329813,0.0003605919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872719,"about_ca_system_score_gemma":0.001501167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04675449,"about_ca_topic_score_gemma":0.08086368,"domain_scores_codex":[0.9997432,0.00004352925,0.00002456182,0.00004074433,0.0000427032,0.0001053776],"domain_scores_gemma":[0.9988954,0.00008973461,0.0004491341,0.00007585857,0.0001756141,0.000314131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798525,0.00007151787,0.9921985,0.00004502169,0.00002595056,0.0002128722,0.0001070699,0.00006850423,0.0004422272,0.00004125961,0.0005161871,0.006091008],"study_design_scores_gemma":[0.000004542701,0.00006725125,0.9995031,0.00001033616,0.000003823393,0.00008798201,0.00005860385,0.00002474894,0.00002953283,0.00001763684,0.0001908547,0.000001565432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970305,0.000464155,0.0001301823,0.0002268399,0.00002139282,0.00003081312,0.00083948,0.000003860634,0.001252882],"genre_scores_gemma":[0.9976833,0.000246807,0.0001628093,0.0001050836,0.0000249083,0.00002527872,0.001049491,0.00000109732,0.0007013973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04675449,"threshold_uncertainty_score":0.09296465,"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."}}