{"id":"W4224939742","doi":"10.1097/qad.0000000000003230","title":"Abnormal cognitive aging in people with HIV: evidence from data integration between two countries’ cohort studies","year":2022,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neurocognitive; Confounding; Comorbidity; Multicenter AIDS Cohort Study; Internal medicine; Cohort study; Cohort; Cross-sectional study; Longitudinal study; Odds ratio; Neuropsychology; Ageing; Gerontology; Demography; Cognition; Human immunodeficiency virus (HIV); Viral load; Antiretroviral therapy; Psychiatry; Immunology; Pathology","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":[0.0004761235,0.00011168,0.0002367742,0.00008798608,0.0002759657,0.00001484616,0.0002613945,0.00002498823,0.0005370649],"category_scores_gemma":[0.0001589506,0.00008599269,0.00001463398,0.0001956923,0.0001397944,0.0002614776,0.000488089,0.0003172778,0.0002916361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333916,"about_ca_system_score_gemma":0.0001335863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572067,"about_ca_topic_score_gemma":0.002094685,"domain_scores_codex":[0.9988188,0.0003509404,0.0001552,0.0003324119,0.00008413074,0.0002585049],"domain_scores_gemma":[0.9986548,0.0009346105,0.00004966278,0.000277436,0.00006762899,0.00001587089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002158456,0.00004676848,0.9909689,0.000003962865,0.0007359288,0.0000377082,0.002427608,0.000003861581,0.0003106983,0.00001911953,0.0009950823,0.004234475],"study_design_scores_gemma":[0.003189602,0.0009130939,0.976782,0.000198244,0.0002858738,0.00002033908,0.01139744,0.00001117601,0.004518487,0.00005093918,0.002423984,0.0002088328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900262,0.007170598,0.0003431405,0.0003318014,0.00007927235,0.0003239154,0.001582526,0.00002625463,0.0001162975],"genre_scores_gemma":[0.9935845,0.0003575225,0.00008116122,0.00006012344,0.00002380391,0.0001545364,0.005300879,0.000007696623,0.000429743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418696,"threshold_uncertainty_score":0.5880484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554277023237686,"score_gpt":0.3464224513224456,"score_spread":0.290994748998677,"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."}}