{"id":"W4312195937","doi":"10.1097/qad.0000000000003420","title":"The prevalence of mental health disorders in people with HIV and the effects on the HIV care continuum","year":2022,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute on Aging; National Eye Institute; National Institute on Drug Abuse; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of General Medical Sciences; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institutes of Health","keywords":"Anxiety; Bipolar disorder; Medicine; Psychiatry; Schizophrenia (object-oriented programming); Depression (economics); Mental health; Cohort; Major depressive disorder; Prevalence of mental disorders; Generalized anxiety disorder; Clinical psychology; Internal medicine; Mood","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00054064,0.00005457257,0.0001157836,0.00003142068,0.0003229938,0.000009682468,0.0001302863,0.000006791173,0.00009459956],"category_scores_gemma":[0.0001606263,0.00002215835,0.00004861301,0.0001675408,0.0001829029,0.0000180669,0.00008577999,0.0002268373,0.000002980582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004766841,"about_ca_system_score_gemma":0.00006474611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002837625,"about_ca_topic_score_gemma":0.001136382,"domain_scores_codex":[0.9989628,0.000403182,0.0001082822,0.00009860074,0.0002670511,0.0001601129],"domain_scores_gemma":[0.9991962,0.0004956275,0.00003982683,0.0002139904,0.00001740456,0.00003696682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00270778,0.000326324,0.765888,0.0015735,0.0001769648,0.000003613886,0.03645605,0.000003382024,0.0002398027,0.007111891,0.122493,0.06301971],"study_design_scores_gemma":[0.02186204,0.04383475,0.7497216,0.001801727,0.0001233758,0.00004350803,0.09291646,0.001229687,0.001005615,0.0005032837,0.08669986,0.0002581139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606632,0.003457003,0.0000119674,0.03101905,0.00002690758,0.001260571,0.0000626587,0.000006973207,0.003491673],"genre_scores_gemma":[0.9890651,0.000537493,0.000006815127,0.00022808,0.00001116168,0.0002095211,0.00001010961,0.000006403845,0.009925312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0627616,"threshold_uncertainty_score":0.248424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00476813853298707,"score_gpt":0.2793614772881276,"score_spread":0.2745933387551405,"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."}}