{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905758,0.0001760193,0.0001976166,0.0003973705,0.0003057536,0.0006067068,0.0002597363,0.0002722717,0.001436046],"category_scores_gemma":[0.002939555,0.0001842204,0.000240644,0.0005858233,0.0002703484,0.0003224095,0.0005502877,0.000566792,0.00008694124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295158,"about_ca_system_score_gemma":0.0005242926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008521562,"about_ca_topic_score_gemma":0.01083583,"domain_scores_codex":[0.9997087,0.00007095609,0.00003542326,0.00005363459,0.00005036957,0.0000808965],"domain_scores_gemma":[0.9982427,0.0003211831,0.0008806759,0.0000499241,0.0001514123,0.0003540597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001663218,0.000008234192,0.9994862,0.000002252873,0.000005802004,0.00003318433,0.00001534997,0.00001876625,0.00002094014,0.000003445345,0.00002012093,0.0003690114],"study_design_scores_gemma":[0.000002495731,0.00003537701,0.9993209,0.000007349744,0.000007274682,0.0001971956,0.0001100447,0.0002528868,0.00002113923,0.00001397703,0.00003031615,0.000001217192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996618,0.0001142078,0.00001636466,0.00002914974,0.000001711576,0.000002122296,0.00005669059,0.000001396913,0.000116512],"genre_scores_gemma":[0.9998651,0.00002454053,0.00001955333,0.000008081018,0.000002442383,0.000001002745,0.00006137624,2.608055e-7,0.00001780572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008521562,"threshold_uncertainty_score":0.01694393,"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."}}