{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806611,0.0006443445,0.0002449263,0.0009452857,0.0005528229,0.0005684691,0.0004443774,0.0005428567,0.001553955],"category_scores_gemma":[0.009118548,0.0002486987,0.0002907795,0.0005805248,0.0005625077,0.0007554156,0.001114129,0.0005328592,0.0002330943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003124865,"about_ca_system_score_gemma":0.0003898989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752578,"about_ca_topic_score_gemma":0.006359634,"domain_scores_codex":[0.9992402,0.0002500873,0.0001115598,0.0001472193,0.0001882747,0.00006264832],"domain_scores_gemma":[0.9970114,0.0006860881,0.001313827,0.000263608,0.0004119366,0.0003130667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004663073,0.0003306658,0.9819199,0.00006259976,0.0001183687,0.000131083,0.001825797,0.0001767233,0.00161706,0.0001087129,0.0003912932,0.01285131],"study_design_scores_gemma":[0.00001501778,0.0003339817,0.9981713,0.00001801841,0.00001151092,0.0001643205,0.0004663876,0.0002198299,0.000268434,0.00007091275,0.0002532076,0.000006966626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988421,0.000112143,0.0001286541,0.00002932129,0.000006113206,0.00006273926,0.0002071179,0.000003668964,0.0006081959],"genre_scores_gemma":[0.9986947,0.00009510181,0.0005435893,0.00003177659,0.000004652267,0.00009794452,0.0002685194,0.00000230671,0.0002614391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003752578,"threshold_uncertainty_score":0.009554446,"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."}}