{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004123507,0.0003769954,0.00135974,0.0003021457,0.00004836581,0.000008297655,0.0001540103,0.000253727,0.0003563817],"category_scores_gemma":[0.005085787,0.0002162711,0.0002908016,0.0004336137,0.0004812462,0.0002506444,0.00005244323,0.0004491451,0.000004936754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109606,"about_ca_system_score_gemma":0.001717963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006579873,"about_ca_topic_score_gemma":0.0000396648,"domain_scores_codex":[0.9939753,0.0003791095,0.002126898,0.0005865979,0.002468552,0.0004635273],"domain_scores_gemma":[0.9960437,0.001293183,0.0008045553,0.0005707035,0.0005242875,0.0007636156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01239179,0.0003845667,0.9725678,0.0003126462,0.000229836,0.0002804185,0.0001138802,0.000005631503,0.0002456996,0.000005644155,0.002728451,0.01073365],"study_design_scores_gemma":[0.01439619,0.006015729,0.9747617,0.003138337,0.0001434239,0.00003537899,0.0001708802,0.0001492706,0.0001323169,0.0000337734,0.0007544856,0.0002684624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880284,0.003849566,0.000057926,0.005681263,0.001026566,0.001253529,0.000008253349,0.00006990761,0.00002458276],"genre_scores_gemma":[0.9936962,0.0006057383,0.00008445406,0.004672129,0.0006295412,0.00004027299,0.0001717751,0.00003768027,0.0000622811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046518,"threshold_uncertainty_score":0.8819279,"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."}}