{"id":"W4377983911","doi":"10.1093/europace/euad122.688","title":"An economic evaluation of first-line cryoballoon ablation versus antiarrhythmic drug therapy for the treatment of paroxysmal atrial fibrillation from an English NHS perspective","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Pulmonary vein; Cryoablation; Randomized controlled trial; Cost effectiveness; Quality of life (healthcare); Quality-adjusted life year; Cost-effectiveness analysis; Intensive care medicine; Ablation; Internal medicine; Emergency medicine; Cardiology","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":[0.009787994,0.0008360374,0.001521612,0.001392016,0.0002659824,0.002107859,0.0007082212,0.001312308,0.005389238],"category_scores_gemma":[0.03422286,0.0004458444,0.003607217,0.001302642,0.0004496113,0.001499392,0.001069582,0.001309846,0.0001624141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008882254,"about_ca_system_score_gemma":0.003656761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453156,"about_ca_topic_score_gemma":0.00942173,"domain_scores_codex":[0.9891105,0.009248866,0.0003587368,0.0002608241,0.0006432732,0.0003777883],"domain_scores_gemma":[0.9830554,0.01403584,0.001202345,0.0001643446,0.0007630052,0.000779058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.07152933,0.003775181,0.08119471,0.02268567,0.02301491,0.00217328,0.001293364,0.5088028,0.001708424,0.06148582,0.01728009,0.2050564],"study_design_scores_gemma":[0.01924299,0.03039341,0.08987767,0.009719578,0.0180989,0.001837651,0.003733587,0.7855332,0.00123655,0.01899702,0.02090655,0.0004228411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848371,0.04488558,0.01706608,0.01586789,0.0006926383,0.002787055,0.01150316,0.00007387451,0.02228663],"genre_scores_gemma":[0.9910425,0.003126975,0.003356501,0.0005561399,0.000064645,0.0004157731,0.000880672,0.000009247115,0.0005475948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453156,"threshold_uncertainty_score":0.06444556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2943769441576061,"score_gpt":0.4498684753354562,"score_spread":0.1554915311778501,"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."}}