{"id":"W1968935107","doi":"10.1136/ebmed-2015-110175","title":"Coronary artery bypass graft surgery provides clinically important quality-of-life improvements over medical therapy in patients with ischaemic left ventricular dysfunction","year":2015,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Artery; Coronary artery disease; Ischaemic heart disease; Internal medicine; Heart failure; Randomized controlled trial; Quality of life (healthcare); Coronary artery bypass surgery; Web of science; Surgery; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006829493,0.001304815,0.00333777,0.001660467,0.001806341,0.002516762,0.003608579,0.01708527,0.02007],"category_scores_gemma":[0.05510394,0.0006616565,0.002410542,0.001848555,0.001770165,0.002402077,0.0009530535,0.01785339,0.01082138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219331,"about_ca_system_score_gemma":0.004866593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508044,"about_ca_topic_score_gemma":0.02133128,"domain_scores_codex":[0.9945809,0.002045089,0.0006258195,0.0007257384,0.001635995,0.0003865208],"domain_scores_gemma":[0.9485299,0.03426904,0.002003423,0.000630746,0.0129293,0.001637566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002943178,0.00001586494,0.00008321297,0.00101526,0.00007490799,0.00004341014,0.00003585542,0.00001833406,0.00005178991,0.0004750604,0.9892168,0.008675122],"study_design_scores_gemma":[0.002981194,0.0004866122,0.004504118,0.01644376,0.001022057,0.0003159361,0.0003928235,0.0003322074,0.0006235917,0.0064826,0.9661834,0.0002316586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003520146,0.03809596,0.0001200285,0.769341,0.1865166,0.00007112024,0.001647971,0.00006680135,0.003788508],"genre_scores_gemma":[0.005211405,0.03329449,0.0002447943,0.6950154,0.2573702,0.0001856863,0.0005938834,0.00008113828,0.008003046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02007,"threshold_uncertainty_score":0.06714082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333205166510341,"score_gpt":0.317799575740259,"score_spread":0.2644675240751556,"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."}}