{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398073,0.0001380952,0.0001569138,0.0006469332,0.0004193967,0.0006110849,0.0003206668,0.0003083207,0.001516518],"category_scores_gemma":[0.004234697,0.0001596106,0.0003588425,0.0009643615,0.0003128728,0.0007749319,0.0009200086,0.0006091156,0.0001385699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401235,"about_ca_system_score_gemma":0.0005545183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237666,"about_ca_topic_score_gemma":0.02853927,"domain_scores_codex":[0.9993576,0.0002038446,0.00007361143,0.00009095114,0.0001521933,0.0001217466],"domain_scores_gemma":[0.9982527,0.0002132477,0.001167156,0.00004133987,0.000142765,0.0001827572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002614327,0.0000309141,0.9977846,0.00001719546,0.00002830878,0.00002378808,0.00008372375,0.00003070332,0.00002629264,0.00002003471,0.0001369333,0.001791379],"study_design_scores_gemma":[0.000002799052,0.00002778667,0.9993643,0.00003070645,0.00001119121,0.00007720433,0.0002645105,0.00008611353,0.00001082176,0.00002164649,0.0001013838,0.000001612267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969198,0.0009312339,0.00007736131,0.0002701805,0.000009812695,0.00002283168,0.001113569,0.000003226457,0.0006519898],"genre_scores_gemma":[0.9985342,0.0005357316,0.0001076442,0.0000850549,0.00001982574,0.00002655994,0.0005798424,9.122074e-7,0.000110049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237666,"threshold_uncertainty_score":0.04725653,"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."}}