{"id":"W1581065178","doi":"10.1111/j.1468-1293.2012.01043.x","title":"Predictors of symptomatic <scp>HIV</scp>‐associated neurocognitive disorders in universal health care","year":2012,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Hip and Knee Clinic; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Canada Research Chairs; University of Alberta; University of Calgary","keywords":"Medicine; Internal medicine; Viral load; Cart; Neurocognitive; Cohort study; Coinfection; Cohort; Population; Nadir; Gastroenterology; Immunology; Human immunodeficiency virus (HIV); Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002390161,0.0001540262,0.0003889285,0.0002304023,0.00007851065,0.000001118612,0.0001157959,0.000107997,0.0001373783],"category_scores_gemma":[0.0004963994,0.0001185417,0.000044957,0.0002660705,0.0003303906,0.0000672778,0.00004498355,0.000248713,0.0002634234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532124,"about_ca_system_score_gemma":0.0001270459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003672051,"about_ca_topic_score_gemma":0.0003387343,"domain_scores_codex":[0.9984823,0.0003881521,0.0002824969,0.0001673773,0.00008490469,0.0005947097],"domain_scores_gemma":[0.9990901,0.0004785977,0.0001324468,0.0001465844,0.00005526918,0.00009702255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005510962,0.0006175016,0.9306909,0.0001256317,0.000397653,0.000008918415,0.03501167,0.000001826719,0.001451025,0.0001189023,0.02882125,0.002699611],"study_design_scores_gemma":[0.0115414,0.001761345,0.9337004,0.0004461681,0.0001044744,0.00001190701,0.03142323,0.000003580006,0.0009212166,0.00001781954,0.01998428,0.00008419702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831487,0.007714176,0.00002615125,0.0008564245,0.0003320292,0.0005829746,0.0002304064,0.00005347624,0.007055654],"genre_scores_gemma":[0.9973336,0.0003728691,0.000005625704,0.0001016077,0.00003094531,0.00002212644,0.001142213,0.00001411052,0.0009769283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418487,"threshold_uncertainty_score":0.4833992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008644379080199232,"score_gpt":0.2574568193859522,"score_spread":0.248812440305753,"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."}}