{"id":"W4386968516","doi":"10.1016/j.jval.2023.08.008","title":"Real-World Cost-Effectiveness of Pulmonary Vein Isolation for Atrial Fibrillation: A Target Trial Approach","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Servier; Schweizerische Herzstiftung; Universität Basel; Biosense Webster; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Foundation for Cardiovascular Research; Daiichi Sankyo Europe; European Commission; Sanofi; AstraZeneca; Amgen; Pfizer; Boston Scientific Corporation; National Science Foundation","keywords":"Medicine; Context (archaeology); Cost effectiveness; Atrial fibrillation; Randomized controlled trial; Hazard ratio; Quality-adjusted life year; Observational study; Cohort; Incremental cost-effectiveness ratio; Internal medicine; Emergency medicine; Confidence interval; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.03418544,0.003038287,0.006662213,0.001498386,0.0005814911,0.0038616,0.002443589,0.003477952,0.009123481],"category_scores_gemma":[0.0554754,0.001212666,0.01085097,0.001474573,0.001604956,0.004210507,0.003006038,0.006297781,0.0008218811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562273,"about_ca_system_score_gemma":0.001604643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243086,"about_ca_topic_score_gemma":0.0009245719,"domain_scores_codex":[0.9676759,0.02804463,0.00113718,0.00160936,0.0006518845,0.0008811245],"domain_scores_gemma":[0.9620088,0.03280867,0.00183708,0.001759944,0.0007549413,0.0008306358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6359276,0.008424755,0.03075519,0.008326001,0.1427089,0.0009732168,0.0004702248,0.09833308,0.0025695,0.02256944,0.006192698,0.04274928],"study_design_scores_gemma":[0.3481873,0.1492937,0.04016283,0.001739362,0.1768144,0.001447698,0.0009227655,0.2021966,0.003314981,0.06493814,0.01045032,0.0005318706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989027,0.01592422,0.05079325,0.006534297,0.002050354,0.007241887,0.008334177,0.0003926815,0.009826547],"genre_scores_gemma":[0.9857217,0.0009929455,0.006085844,0.0006799221,0.0004230216,0.002958729,0.002002661,0.00006162502,0.001073588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03418544,"threshold_uncertainty_score":0.180792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724954474430679,"score_gpt":0.4085436308525736,"score_spread":0.2360481834095057,"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."}}