{"id":"W4388600423","doi":"10.1093/eurheartj/ehad655.3029","title":"An economic evaluation of first-line cryoballoon ablation versus antiarrhythmic drug therapy for the treatment of paroxysmal atrial fibrillation from a German healthcare service payer perspective","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Cryoablation; Pulmonary vein; Randomized controlled trial; Paroxysmal atrial fibrillation; Emergency medicine; Digoxin; Internal medicine; Intensive care medicine; Cardiology; Ablation; Heart failure","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":[0.009512152,0.0009931864,0.00132673,0.001456983,0.0002146989,0.001830552,0.0006048426,0.001013109,0.003451586],"category_scores_gemma":[0.01953293,0.0004486833,0.003142229,0.001053479,0.0003795797,0.0008412559,0.0007587405,0.0009085978,0.0001241923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007473182,"about_ca_system_score_gemma":0.003327186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009327494,"about_ca_topic_score_gemma":0.005534892,"domain_scores_codex":[0.9904943,0.00824546,0.0002440924,0.0002257576,0.0004926637,0.0002978557],"domain_scores_gemma":[0.9930722,0.005496955,0.0006752774,0.0001136147,0.0003240322,0.0003179403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.06412522,0.002048125,0.03527531,0.009541497,0.01954741,0.0007865098,0.0002487458,0.6833339,0.001790567,0.03258245,0.007437692,0.1432825],"study_design_scores_gemma":[0.01744396,0.02046477,0.05887456,0.004415303,0.0234722,0.0007454535,0.0006587701,0.8429717,0.001851971,0.01579458,0.01308194,0.000224813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733599,0.05968396,0.02522455,0.007341729,0.0004528378,0.004324003,0.01146077,0.00008430942,0.01806801],"genre_scores_gemma":[0.9929944,0.002210605,0.002761285,0.0003044493,0.00003199315,0.000480337,0.0009044696,0.000006215228,0.0003061973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009512152,"threshold_uncertainty_score":0.05422199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.434469010652096,"score_gpt":0.4816155225694028,"score_spread":0.04714651191730679,"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."}}