{"id":"W3137668313","doi":"10.1136/openhrt-2020-001471","title":"Evaluation of the prognostic value of GDF-15, ABC-AF-bleeding score and ABC-AF-death score in patients with atrial fibrillation across different geographical areas","year":2021,"lang":"en","type":"article","venue":"Open Heart","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Daiichi Sankyo Europe; Janssen Pharmaceuticals; Duke Clinical Research Institute; National Institutes of Health; Sirtex Medical; CSL Behring; Stiftelsen för Strategisk Forskning; MyoKardia; Hjärt-Lungfonden; Stiftelsen för Strategisk Forskning; Roche; Janssen Scientific Affairs; Bristol-Myers Squibb; CryoLife; Medtronic; Svenska Sällskapet för Medicinsk Forskning; Boston Scientific Corporation; Teva Pharmaceutical Industries; Eli Lilly and Company; AstraZeneca; Bayer Corporation; Kowa Company; Sanofi; GlaxoSmithKline; Boehringer Ingelheim; Amgen; Pfizer","keywords":"Atrial fibrillation; Internal medicine; Medicine; Value (mathematics); Cardiology; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007818743,0.0001366559,0.0003572906,0.0000616079,0.00009739574,0.0000361046,0.00007590894,0.0001415056,0.00004208877],"category_scores_gemma":[0.0004073904,0.00008169693,0.00009965832,0.0003967586,0.0001289524,0.0000950934,0.0001559709,0.0001660584,7.605313e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005201951,"about_ca_system_score_gemma":0.0001985671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001776412,"about_ca_topic_score_gemma":0.00008821141,"domain_scores_codex":[0.9981095,0.000215599,0.0003659257,0.0002850732,0.0008258024,0.0001981225],"domain_scores_gemma":[0.9989591,0.0001075614,0.0001467839,0.0002510942,0.0004578623,0.00007757914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000614403,0.0000908623,0.9960046,0.00008675057,0.0001256683,0.000001521016,0.0002755408,0.0001029724,0.0005607294,0.00002834201,0.00002098714,0.002087609],"study_design_scores_gemma":[0.006308554,0.0004096848,0.9885258,0.001516351,0.0004100274,0.00001425495,0.000134436,0.001589365,0.0008527726,0.0001231123,0.0000233055,0.00009234494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970806,0.000373517,0.000001924933,0.0003915926,0.0001670871,0.001715746,0.00001733865,0.000005146682,0.0002470394],"genre_scores_gemma":[0.9996808,0.00002988122,0.00008788025,0.00002482097,0.0000546648,0.000007440268,0.00006995315,0.00001406373,0.00003053662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007478822,"threshold_uncertainty_score":0.3331504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642391237692537,"score_gpt":0.3129713475158459,"score_spread":0.2765474351389205,"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."}}