{"id":"W3177286027","doi":"10.1161/jaha.119.017637","title":"Depression as a Risk Factor for Incident Ischemic Stroke Among HIV‐Positive Veterans in the Veterans Aging Cohort Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; VA Pittsburgh Healthcare System; Geriatric Research Education and Clinical Center; School of Medicine, Boston University; School of Medicine, Indiana University; Weill Cornell Medical College; School of Medicine, Vanderbilt University; Health Services Research and Development; National Institutes of Health; Canada Excellence Research Chairs, Government of Canada; Vanderbilt University Medical Center; University of Pittsburgh; Yale University; U.S. Department of Veterans Affairs; Center for AIDS Research, University of Washington; School of Medicine, Emory University; Indiana University-Purdue University Indianapolis; Hamad Medical Corporation; National Institute on Alcohol Abuse and Alcoholism; Emory University; Agency for Healthcare Research and Quality; George Washington University; Vanderbilt University; Purdue University","keywords":"Medicine; Risk factor; Stroke (engine); Depression (economics); Cohort; Ischemic stroke; Human immunodeficiency virus (HIV); Cohort study; Internal medicine; Gerontology; Family medicine; Ischemia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009378506,0.0002869537,0.0004671931,0.0005806996,0.0004545065,0.0007708179,0.000454346,0.0004112849,0.0008753989],"category_scores_gemma":[0.001801185,0.0003908184,0.0006106183,0.001160751,0.0001395889,0.0003429768,0.0004250323,0.0009094232,0.0001065123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902582,"about_ca_system_score_gemma":0.0004989452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02007598,"about_ca_topic_score_gemma":0.02833878,"domain_scores_codex":[0.9996055,0.0001095415,0.00004462593,0.00008348487,0.00007431958,0.00008264983],"domain_scores_gemma":[0.9992342,0.00008451936,0.0002741704,0.00007940343,0.000119212,0.0002083939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001038478,0.00002888903,0.9987388,0.000008412319,0.0001590913,0.00003610127,0.00004046174,0.00002141293,0.00004775485,0.00001357978,0.0002387633,0.0005628888],"study_design_scores_gemma":[0.00001932701,0.0000423414,0.9993764,0.0000100727,0.00008339333,0.00007732146,0.00007811004,0.0001568857,0.00001555244,0.00001856329,0.000119539,0.00000258455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965236,0.000815567,0.00009731205,0.0001248631,0.00002544924,0.00002362994,0.002034158,0.000005261919,0.0003502369],"genre_scores_gemma":[0.9976216,0.0004224152,0.00009486246,0.00005952333,0.00002599102,0.00002444711,0.0015282,0.000002154591,0.0002207401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02007598,"threshold_uncertainty_score":0.03991824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215932842365485,"score_gpt":0.3292787817336075,"score_spread":0.3171194533099527,"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."}}