{"id":"W2758124295","doi":"10.1016/j.cjca.2019.04.016","title":"Integrated Management Approach to Atrial Fibrillation Care: A Cost Utility Analysis","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Bayer Canada; Pfizer Canada; Dalhousie University","keywords":"Medicine; Atrial fibrillation; Intensive care medicine; Management of atrial fibrillation; Cost–utility analysis; Cardiology; Internal medicine; Medical emergency; Risk analysis (engineering); Cost effectiveness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00789607,0.001865735,0.003423643,0.003735828,0.0006268764,0.004546762,0.002197783,0.00182153,0.008641114],"category_scores_gemma":[0.02612321,0.00101416,0.004717181,0.005057771,0.0007168569,0.002838618,0.002570231,0.003024269,0.0003653271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068278,"about_ca_system_score_gemma":0.006134428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408851,"about_ca_topic_score_gemma":0.02191162,"domain_scores_codex":[0.9919512,0.005882157,0.000280482,0.0004197576,0.0008122723,0.0006541219],"domain_scores_gemma":[0.9882088,0.009503904,0.000698148,0.0003132241,0.0007600911,0.0005159474],"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":[0.02949265,0.005116728,0.09584606,0.001559592,0.01159636,0.00110069,0.0003761959,0.6950102,0.0009994254,0.02193283,0.00610103,0.1308682],"study_design_scores_gemma":[0.0033821,0.007409473,0.0537096,0.0005182173,0.01042761,0.001000255,0.001033205,0.9061766,0.0003875968,0.01309448,0.002691274,0.0001695345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162155,0.01073758,0.04314083,0.004345714,0.0002115772,0.003001753,0.006639077,0.0002133798,0.01549454],"genre_scores_gemma":[0.9868912,0.001223762,0.009022739,0.0002736398,0.00005494992,0.0003635418,0.001222241,0.00002159431,0.0009261851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0408851,"threshold_uncertainty_score":0.08129424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420247199290552,"score_gpt":0.2930289206358479,"score_spread":0.2510042007067927,"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."}}