{"id":"W4306290977","doi":"10.1093/eurheartj/ehac544.515","title":"Bone morphogenetic protein 10 as predictor for adverse outcomes in patients with atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Mace; Internal medicine; Hazard ratio; Cardiology; Myocardial infarction; Proportional hazards model; Atrial fibrillation; Heart failure; Confidence interval; Percutaneous coronary intervention","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":[0.000754917,0.0003427589,0.0003407726,0.000483184,0.0002219139,0.0005382993,0.0002981449,0.0005416173,0.00190522],"category_scores_gemma":[0.002819855,0.0001484152,0.0005519484,0.0005156649,0.0002103585,0.0003177492,0.0003403675,0.0006819337,0.0001996975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399128,"about_ca_system_score_gemma":0.0002728129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067626,"about_ca_topic_score_gemma":0.0009867238,"domain_scores_codex":[0.9996471,0.0001104304,0.00004193636,0.00008409253,0.00005983767,0.00005659398],"domain_scores_gemma":[0.9978448,0.0008053477,0.0008002739,0.00008503023,0.0001496289,0.000314839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227001,0.00001649011,0.9987565,0.000007349433,0.00003538284,0.00004983717,0.00001022295,0.00005954583,0.00009978166,0.00000864991,0.00004847666,0.0006807092],"study_design_scores_gemma":[0.00001903762,0.0001206994,0.9981889,0.000007744062,0.00004884997,0.0003562094,0.00004627334,0.0009753735,0.00006220823,0.00006905328,0.0001019088,0.00000379847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988568,0.0003479616,0.0001184837,0.00007497675,0.0000132963,0.000004083541,0.0003246595,0.000004864569,0.0002548081],"genre_scores_gemma":[0.999576,0.00005718581,0.00005141176,0.00001338643,0.00001912662,0.000004242482,0.0002032547,8.104568e-7,0.00007449159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00190522,"threshold_uncertainty_score":0.006373644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0387655432103798,"score_gpt":0.294973007015412,"score_spread":0.2562074638050322,"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."}}