{"id":"W3086104430","doi":"10.1111/joim.13168","title":"Prognostic significance of present atrial fibrillation on a single office electrocardiogram in patients with atrial fibrillation","year":2020,"lang":"en","type":"article","venue":"Journal of Internal Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität Basel; Foundation for Cardiovascular Research","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; P wave; Electrocardiography","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":[0.0007264803,0.0003314445,0.0004818745,0.0006220479,0.0003253967,0.0006834206,0.0003492003,0.0007063813,0.001711684],"category_scores_gemma":[0.005396565,0.0001609981,0.0005764933,0.0007424286,0.0003149213,0.0006114883,0.0003938348,0.001076795,0.0002236129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617227,"about_ca_system_score_gemma":0.0002520766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007294317,"about_ca_topic_score_gemma":0.0009251962,"domain_scores_codex":[0.9995291,0.0001075797,0.00005821389,0.00009789519,0.0001217389,0.00008535152],"domain_scores_gemma":[0.9935678,0.001506184,0.003427079,0.0002186548,0.000320255,0.0009599755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001868521,0.00002312244,0.9987043,0.000007108447,0.00002858589,0.00006631626,0.00001268784,0.00003195507,0.00006897255,0.000006264407,0.00004514207,0.0008186218],"study_design_scores_gemma":[0.00001585528,0.0001532794,0.9987302,0.000008370952,0.00004577807,0.0006218783,0.00004617753,0.0002242309,0.00003942059,0.0000467696,0.00006291521,0.000005079114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984828,0.0006831913,0.0000776688,0.0001483668,0.0000235451,0.000003957584,0.0002210815,0.000003555881,0.0003558884],"genre_scores_gemma":[0.9995022,0.000133427,0.0000457364,0.00002519292,0.00005895763,0.000002638211,0.0001901318,0.000001177512,0.00004056595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711684,"threshold_uncertainty_score":0.005726218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342327775738081,"score_gpt":0.2957760306219342,"score_spread":0.2623527528645534,"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."}}