{"id":"W4391311572","doi":"10.1016/j.jval.2023.12.015","title":"The Cost of Atrial Fibrillation: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Value in Health","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"Horizon 2020; Horizon 2020 Framework Programme; European Commission","keywords":"Atrial fibrillation; Cardiology; Medicine; Internal 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":[0.006237096,0.001363081,0.00774679,0.007072982,0.0003503467,0.002755062,0.001320245,0.00212458,0.006180712],"category_scores_gemma":[0.04424,0.001165629,0.007845704,0.009424089,0.0007366518,0.002533409,0.001719846,0.002356413,0.0003040032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003854511,"about_ca_system_score_gemma":0.006749901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207303,"about_ca_topic_score_gemma":0.03291745,"domain_scores_codex":[0.9939194,0.002456481,0.001746738,0.0003911782,0.001264036,0.0002222581],"domain_scores_gemma":[0.9722573,0.02191722,0.004036975,0.0002982311,0.001228982,0.0002611949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005940349,0.00002842724,0.002371991,0.8763551,0.05610992,0.0001945061,0.0001041536,0.0003641547,0.00009938947,0.0008694393,0.004395507,0.05851344],"study_design_scores_gemma":[0.001260796,0.0002071336,0.01115424,0.6402851,0.319809,0.0007196744,0.0003137679,0.0004315381,0.000133809,0.002186052,0.0234038,0.00009509833],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008289145,0.9979562,0.0001112577,0.0003273152,0.0001408894,0.00006768174,0.0003589306,0.000004781744,0.0002040289],"genre_scores_gemma":[0.0195573,0.9791141,0.0003747431,0.0004972159,0.0001342096,0.0001045122,0.0001320667,0.000005155748,0.00008072287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01207303,"threshold_uncertainty_score":0.03298527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2530119251001974,"score_gpt":0.4603559548251722,"score_spread":0.2073440297249748,"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."}}