{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02174877,0.001437256,0.002071164,0.0009865881,0.0006916664,0.0009133705,0.001486602,0.001379181,0.002770673],"category_scores_gemma":[0.0366109,0.0007159816,0.003011381,0.001455193,0.0007184333,0.0005293818,0.0005275933,0.000782609,0.0002540958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598294,"about_ca_system_score_gemma":0.001158892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150193,"about_ca_topic_score_gemma":0.001890502,"domain_scores_codex":[0.9765735,0.01780382,0.001253272,0.002657863,0.001267956,0.0004436219],"domain_scores_gemma":[0.9883373,0.006301872,0.002044289,0.002574906,0.0005244644,0.0002172034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.089737,0.001785164,0.6795908,0.003780799,0.1127872,0.005607653,0.001188565,0.007160037,0.008531016,0.01562877,0.00651171,0.06769125],"study_design_scores_gemma":[0.09042431,0.02315325,0.5115622,0.001321743,0.1966635,0.01791696,0.0006192491,0.08031307,0.005762585,0.04862316,0.0230446,0.000595392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707058,0.01383987,0.1051224,0.001307805,0.0006608738,0.003446321,0.002474617,0.0004337502,0.002008703],"genre_scores_gemma":[0.9657304,0.001272261,0.02887479,0.0005311142,0.0001257466,0.002127869,0.0007581965,0.00004401409,0.0005357122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174877,"threshold_uncertainty_score":0.1150199,"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."}}