{"id":"W2922182953","doi":"10.1037/neu0000539","title":"A culturally fair test of processing speed: Construct validity, preliminary normative data, and effects of HIV infection on performance in South African adults.","year":2019,"lang":"en","type":"article","venue":"Neuropsychology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acsenda School of Management","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; National Institute of Mental Health","keywords":"Construct validity; Medicine; Normative; Population; Clinical psychology; Neuropsychology; Human immunodeficiency virus (HIV); Cognition; Gerontology; Demography; Psychology; Psychiatry; Psychometrics; Immunology; Environmental health","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":[0.0001082961,0.000131907,0.0002766401,0.000155584,0.00003582204,0.000003619796,0.0001587204,0.0001059255,0.00003004592],"category_scores_gemma":[0.0001403215,0.0001016604,0.00002098446,0.0001545563,0.0003030153,0.0001161885,0.0001222983,0.000272473,0.0001498514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001260161,"about_ca_system_score_gemma":0.00003302372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000220312,"about_ca_topic_score_gemma":0.000006589105,"domain_scores_codex":[0.9989464,0.0002313582,0.0002327466,0.0003254766,0.00004028048,0.0002237247],"domain_scores_gemma":[0.9991579,0.0002985218,0.0001673247,0.0003006576,0.00005630049,0.00001926216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593944,0.0006024095,0.9021815,0.0005254359,0.00004357632,0.00001959643,0.003289636,0.000006515816,0.07099169,0.00001398789,0.0001318119,0.02059992],"study_design_scores_gemma":[0.003542847,0.005891485,0.9742321,0.0002054351,0.0000177287,0.0001177132,0.0001769378,0.00006074745,0.01543348,0.000005385443,0.0002248376,0.00009125045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997297,0.0001506935,0.000004021886,0.00005677555,0.000148397,0.0004670946,0.0001035976,0.00001544696,0.001756899],"genre_scores_gemma":[0.9996191,0.00008759878,0.00002929325,0.00003233403,0.000006457617,0.000007935393,0.000118674,0.000008220499,0.00009044291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07205068,"threshold_uncertainty_score":0.4145589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657114144910295,"score_gpt":0.2715987034328876,"score_spread":0.2550275619837846,"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."}}