{"id":"W2315162017","doi":"10.1056/nejm-jw.na40947","title":"For Ischemic Cardiomyopathy, Bypass Surgery May Be Better After All","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Bypass grafting; Angina; Coronary artery disease; Internal medicine; Artery; Ischemic cardiomyopathy; Ejection fraction; Canadian Cardiovascular Society; Stenosis; Randomized controlled trial; Medical therapy; Surgery; Heart failure; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113545,0.0004329433,0.001381898,0.0002105441,0.0003815483,0.0006810552,0.0001861754,0.001050813,0.009563269],"category_scores_gemma":[0.001391176,0.0001776765,0.001857552,0.0002164004,0.0003795249,0.0006868803,0.0002321729,0.00195866,0.0008778839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536876,"about_ca_system_score_gemma":0.0002977531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004441409,"about_ca_topic_score_gemma":0.001225701,"domain_scores_codex":[0.9996271,0.0001670795,0.00004539563,0.00007304866,0.00002828332,0.00005910079],"domain_scores_gemma":[0.9994898,0.000242864,0.00009190867,0.00004013187,0.00002060974,0.0001147332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5623312,0.008025737,0.02870283,0.008504983,0.01030089,0.0005774267,0.0003181912,0.00171297,0.009050853,0.003775761,0.02216335,0.3445358],"study_design_scores_gemma":[0.4595488,0.2025789,0.2082883,0.003782234,0.02167589,0.001921132,0.0006301376,0.002600901,0.004713097,0.01412603,0.0798925,0.0002421565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8833383,0.0773848,0.001556937,0.0115391,0.005121402,0.0003778498,0.001727498,0.00009948217,0.01885471],"genre_scores_gemma":[0.9695114,0.01478784,0.0007815285,0.007183129,0.0028921,0.0002704645,0.001017947,0.00001312078,0.00354237],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009563269,"threshold_uncertainty_score":0.03199232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135907028459704,"score_gpt":0.2821709246776551,"score_spread":0.2608118543930581,"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."}}