{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09095651,0.0009045911,0.001952469,0.007185701,0.001434177,0.005098804,0.002586182,0.001706897,0.001152039],"category_scores_gemma":[0.1902385,0.001400252,0.006586448,0.01389881,0.001695787,0.002661853,0.006657822,0.001517852,0.0001922532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278452,"about_ca_system_score_gemma":0.002623455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143745,"about_ca_topic_score_gemma":0.02893806,"domain_scores_codex":[0.8889821,0.0715153,0.01514556,0.01104312,0.01099909,0.002314781],"domain_scores_gemma":[0.7673264,0.1189169,0.05619759,0.03603527,0.01937952,0.002144338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004367233,0.00004049558,0.9736284,0.0007975954,0.0151577,0.00007825546,0.001237476,0.0001315902,0.00004392665,0.0001921503,0.0004241424,0.007831587],"study_design_scores_gemma":[0.00009544122,0.0001786924,0.9852573,0.002003578,0.008253482,0.0001854172,0.001215706,0.0003744237,0.0001042409,0.000182934,0.002100268,0.00004851139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118944,0.07137738,0.004785908,0.001208031,0.0004963056,0.0005719777,0.006729359,0.00006298221,0.002873495],"genre_scores_gemma":[0.982227,0.008855567,0.002763475,0.000533228,0.0001067915,0.0004902791,0.00481341,0.00003383709,0.0001763235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09095651,"threshold_uncertainty_score":0.4810297,"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."}}