{"id":"W4401181203","doi":"10.1161/jaha.123.031785","title":"Outcomes of Cardiac Resynchronization Therapy by New York Heart Association Class: A Patient‐Level Meta‐Analysis","year":2024,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Janssen Pharmaceuticals; National Heart, Lung, and Blood Institute; MicroPort; British Heart Foundation; Idorsia Pharmaceuticals; Servier; Moderna; Merit Medical Systems; Biosense Webster; National Institutes of Health; Boston Scientific Corporation; Sanofi; Bristol-Myers Squibb; Amgen","keywords":"Medicine; Cardiac resynchronization therapy; Heart failure; Internal medicine; Hazard ratio; Cardiology; Defibrillation; Implantable cardioverter-defibrillator; Randomized controlled trial; Ejection fraction; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01784346,0.002960331,0.01454679,0.003127919,0.0004546642,0.003353519,0.001758776,0.002151057,0.00382205],"category_scores_gemma":[0.02896486,0.001110893,0.05153403,0.003846359,0.0005853582,0.001231111,0.001210531,0.002246554,0.000325555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172902,"about_ca_system_score_gemma":0.001122918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003805994,"about_ca_topic_score_gemma":0.004582504,"domain_scores_codex":[0.9864675,0.008229331,0.002289721,0.001754178,0.0008544506,0.0004048668],"domain_scores_gemma":[0.9809805,0.0142559,0.002400765,0.001312209,0.0008301105,0.0002205266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003980797,0.00001806812,0.005041257,0.02850714,0.9574082,0.00005883313,0.00002054733,0.00092795,0.0001624099,0.00008338311,0.0004027751,0.003388643],"study_design_scores_gemma":[0.001043386,0.000206997,0.004667858,0.001432001,0.9911891,0.00004881979,0.00001051991,0.0003391267,0.00009665241,0.0002440042,0.0007071221,0.00001449362],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0365173,0.9537163,0.003733909,0.0005971615,0.0004735082,0.0004123239,0.003505923,0.0001408671,0.0009027644],"genre_scores_gemma":[0.7877407,0.1986572,0.004744668,0.00200961,0.0007259969,0.001740479,0.003377806,0.0001445477,0.0008590268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854532,"threshold_uncertainty_score":0.09436631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08306799178966064,"score_gpt":0.3708022580312438,"score_spread":0.2877342662415832,"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."}}