{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008718158,0.0004561674,0.0005240351,0.0007610077,0.000187854,0.0006197704,0.0003059233,0.0006278513,0.001187582],"category_scores_gemma":[0.002245995,0.0001676308,0.0003760402,0.0007458868,0.0002282745,0.0003303546,0.0003495656,0.0005400736,0.0002813868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192026,"about_ca_system_score_gemma":0.0002794901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761569,"about_ca_topic_score_gemma":0.001002415,"domain_scores_codex":[0.9996107,0.0001263657,0.00004266481,0.00008866588,0.00009951714,0.00003209092],"domain_scores_gemma":[0.9989976,0.0002722215,0.000477878,0.00003827126,0.00009543333,0.0001186352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008750656,0.00005896284,0.9906914,0.00006179458,0.0001767554,0.00009937181,0.00003152471,0.0001770226,0.001136834,0.00003782413,0.0002311434,0.006422312],"study_design_scores_gemma":[0.00007516568,0.000347798,0.9952862,0.0000232979,0.0001636027,0.0009674858,0.00004002525,0.002040435,0.0004200473,0.0001474236,0.0004788292,0.000009667783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955967,0.002221794,0.0005921067,0.0002063306,0.00004069028,0.00002054408,0.0005966423,0.00001502909,0.0007102384],"genre_scores_gemma":[0.9978964,0.0004113554,0.0007862765,0.00006028295,0.00008944828,0.00002228116,0.0004368725,0.000002135478,0.0002949333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187582,"threshold_uncertainty_score":0.004610717,"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."}}