{"id":"W4384612417","doi":"10.1093/europace/euad200","title":"Plasma angiopoietin-2 and its association with heart failure in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Roche Diagnostics; Uppsala Universitet; Akademiska Sjukhuset; Hjärt-Lungfonden; Bristol-Myers Squibb Foundation; Svenska Sällskapet för Medicinsk Forskning; Sanofi; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Internal medicine; Atrial fibrillation; Cardiology; Hazard ratio; Cohort; Heart failure; Body mass index; Aspirin; Stroke (engine); Quartile; Creatinine; Confidence interval; Biomarker","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":[0.0001454873,0.00009174984,0.0001631655,0.0001038865,0.00003671652,0.00001618164,0.00001646936,0.00004735944,0.00001370419],"category_scores_gemma":[0.0002096419,0.0000682237,0.00002289625,0.0004448942,0.000009932043,0.000104499,0.00001602278,0.00008250387,0.00007255011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002482763,"about_ca_system_score_gemma":0.00003539009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016849,"about_ca_topic_score_gemma":0.00004260754,"domain_scores_codex":[0.9992024,0.00005039915,0.00009991402,0.0001774394,0.0002935641,0.0001762805],"domain_scores_gemma":[0.9996558,0.00005937038,0.00006045642,0.00008416957,0.00007664156,0.00006355673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000488116,0.000009482857,0.9949802,0.00002619888,0.00001562383,0.000002339566,0.0002490873,0.0001332341,0.00008057767,0.00001385055,0.003790206,0.0002111068],"study_design_scores_gemma":[0.005702796,0.0002774142,0.9674724,0.00004122397,0.00004575787,0.000001520468,0.00008519508,0.0002296928,0.0001067541,0.000002917334,0.02594404,0.00009024754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965529,0.00006191692,0.000002666905,0.002600965,0.00009381481,0.0003349704,0.000007423322,0.0000712329,0.0002741315],"genre_scores_gemma":[0.9983817,0.00002430902,0.0001612927,0.00007890301,0.0002267565,0.000001266037,0.00006108001,0.00002159605,0.001043105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02750773,"threshold_uncertainty_score":0.2782082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006061072742401062,"score_gpt":0.2149856528233018,"score_spread":0.2089245800809008,"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."}}