{"id":"W4309328045","doi":"10.1093/eurheartj/ehac632","title":"Bone morphogenetic protein 10: a novel risk marker of ischaemic stroke in patients with atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"TGF-β signaling in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Duke Clinical Research Institute; Akademiska Sjukhuset; Hjärt-Lungfonden; Svenska Sällskapet för Medicinsk Forskning; Population Health Research Institute","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Bone morphogenetic protein; Stroke (engine); Cohort; Renal function; Bone morphogenetic protein 10; Biomarker; Bone morphogenetic protein 7","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005850281,0.0001153786,0.0001309773,0.0000905532,0.0001573937,0.00001795298,0.0001242537,0.00002023292,0.0002143786],"category_scores_gemma":[0.0001260849,0.0001082169,0.0001095747,0.00009033907,0.00003715007,0.000004874826,0.000145471,0.0002182436,0.000006355778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002545073,"about_ca_system_score_gemma":0.0001062004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003796533,"about_ca_topic_score_gemma":0.000001791662,"domain_scores_codex":[0.9984832,0.000520332,0.0003052439,0.0001993623,0.000308552,0.0001833223],"domain_scores_gemma":[0.9993878,0.00001136041,0.0002515894,0.0001955597,0.00007415035,0.00007954809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002683729,0.0001349661,0.6811655,0.00001327559,0.00008449065,0.00001458553,0.00006495461,0.01956746,0.2941697,5.477594e-7,0.0008019553,0.001298839],"study_design_scores_gemma":[0.004969271,0.001893788,0.9479396,0.0000519076,0.00003967192,0.00007763375,0.00004201657,0.00009783095,0.01800808,0.000002364117,0.02662189,0.0002559919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987561,0.0005378434,0.0001774529,0.0000163733,0.00007254595,0.0002356145,0.00008474585,0.000004695898,0.0001146066],"genre_scores_gemma":[0.9980043,0.00000672233,0.001251221,0.00001889129,0.000317521,0.000001617573,0.00005056583,0.0000374862,0.00031171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761616,"threshold_uncertainty_score":0.4412956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013071687045533,"score_gpt":0.2218914091228275,"score_spread":0.2117606922523722,"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."}}