{"id":"W4309484852","doi":"10.1016/j.hroo.2022.11.003","title":"Cost-effectiveness of atrial fibrillation screening in Canadian community practice","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bristol-Myers Squibb (Canada); Université Laval; Université de Montréal; Montreal Heart Institute; BC Innovation Council; University of British Columbia","funders":"Berlin Mathematical School; Bristol-Myers Squibb","keywords":"Medicine; Cohort; Quality-adjusted life year; Cost effectiveness; Atrial fibrillation; Epidemiology; Cohort study; Health care; Population; Cost-effectiveness analysis; Cost–benefit analysis; Emergency medicine; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00307032,0.0006274069,0.0006262205,0.001320883,0.001043008,0.001929161,0.00171107,0.001131319,0.004306203],"category_scores_gemma":[0.02375109,0.0003824809,0.001433804,0.001906945,0.0007112168,0.0006331758,0.0009149252,0.0009792009,0.0001726167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05507309,"about_ca_system_score_gemma":0.06124113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9625598,"about_ca_topic_score_gemma":0.9426098,"domain_scores_codex":[0.9972626,0.0008885926,0.000110689,0.0002468629,0.0008533931,0.0006379008],"domain_scores_gemma":[0.9939246,0.002895093,0.000882318,0.0001319089,0.001356066,0.000810076],"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":[0.001647392,0.0004604275,0.3831379,0.001040088,0.001657351,0.000642258,0.0005170114,0.479489,0.0002127082,0.01671055,0.01697621,0.09750906],"study_design_scores_gemma":[0.001254284,0.0007808403,0.290094,0.001101,0.001543315,0.0005779472,0.001106141,0.6825491,0.0002390975,0.01065154,0.009908486,0.0001942014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132143,0.008504367,0.005216036,0.01422768,0.0001864043,0.0008979896,0.01498045,0.0001552967,0.04261759],"genre_scores_gemma":[0.9951969,0.001087227,0.001567135,0.0002893931,0.00001769428,0.00005165761,0.001263746,0.000005794983,0.0005204295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05507309,"threshold_uncertainty_score":0.3995851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268205344580239,"score_gpt":0.3912787707979519,"score_spread":0.264458236339928,"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."}}