{"id":"W3209884318","doi":"10.1161/jaha.121.022277","title":"Modifiable Risk Factors for Intracranial Aneurysm and Aneurysmal Subarachnoid Hemorrhage: A Mendelian Randomization Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; St. George's, University of London; St George's University Hospitals NHS Foundation Trust; Uppsala Universitet; Division of Mathematical Sciences; Vetenskapsrådet; National Institute for Health and Care Research; Novo Nordisk; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Hjärt-Lungfonden; Academy of Finland; Karolinska Institutet; Universiteit Utrecht; Oulun Yliopisto; European Commission; Imperial College London; British Heart Foundation","keywords":"Mendelian randomization; Subarachnoid hemorrhage; Aneurysm; Blood pressure; Odds ratio; Body mass index; Genetic predisposition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006349708,0.000140963,0.0005588288,0.00008566485,0.0003134407,0.00006184091,0.00007471281,0.00004360054,0.00001244997],"category_scores_gemma":[0.001234836,0.00009785881,0.0002517472,0.0003920931,0.00003627485,0.0001358473,0.00002584437,0.0002593809,0.000001667823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304135,"about_ca_system_score_gemma":0.0001454262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495095,"about_ca_topic_score_gemma":0.00001926613,"domain_scores_codex":[0.9984417,0.0003529016,0.0004549573,0.0001684883,0.0003838919,0.0001980498],"domain_scores_gemma":[0.9980151,0.0004155685,0.0007124004,0.0001812334,0.0005844073,0.00009126372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169318,0.0009387298,0.982361,0.0000267232,0.0001562102,0.00004141762,0.000667809,0.0003083885,0.01255537,0.00001358297,0.0003046916,0.001456788],"study_design_scores_gemma":[0.01256484,0.002500076,0.9594766,0.00001093037,0.002771948,0.001459043,0.002503749,0.01386453,0.004045834,0.0004226888,0.0001495262,0.0002302498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953294,0.0000585368,0.0006270114,0.003046871,0.0002450691,0.0006201459,0.00002732879,0.00001700775,0.00002858738],"genre_scores_gemma":[0.9969444,0.00001482804,0.00199276,0.0002576026,0.0003146707,0.00001649599,0.000007426909,0.0000192927,0.0004325587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288439,"threshold_uncertainty_score":0.3990566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282740103160443,"score_gpt":0.2664140905996034,"score_spread":0.253586689567999,"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."}}