{"id":"W4410249819","doi":"10.1097/wad.0000000000000668","title":"Language Dominance and Education Considerations in the Neuropsychological Assessment of Southwestern American Indians Using the National Alzheimer Coordinating Center’s Uniform Data Set Version 3","year":2025,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Patient-Centered Outcomes Research Institute; National Institute on Aging; National Institutes of Health","keywords":"Dominance (genetics); Cognition; Dementia; Neuropsychology; Cohort; Gerontology; Psychology; Neuropsychological assessment; Set (abstract data type); Cognitive test; Neuropsychological test; Standardized test; Montreal Cognitive Assessment; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Mathematics education; Cognitive impairment; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007162942,0.0003641895,0.0003362823,0.00138766,0.001149888,0.001160325,0.0005892639,0.0002074423,0.001043815],"category_scores_gemma":[0.01496528,0.0001342777,0.0004605084,0.001525884,0.0006267133,0.0007287966,0.00097518,0.00055136,0.0001692761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007332392,"about_ca_system_score_gemma":0.001897045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08681349,"about_ca_topic_score_gemma":0.2131173,"domain_scores_codex":[0.9952692,0.002408188,0.0008537839,0.0003250084,0.0007437459,0.0003999338],"domain_scores_gemma":[0.9938568,0.001584961,0.002030181,0.0006456851,0.001535491,0.0003468203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450377,0.00005168747,0.9888459,0.00003496392,0.00007609813,0.0001514863,0.001494593,0.0001395349,0.0002903155,0.0001548244,0.0005032205,0.008112339],"study_design_scores_gemma":[0.000008390568,0.00008372124,0.9950948,0.00006666772,0.00005158491,0.0002632222,0.002325251,0.0003920242,0.0003707995,0.000228403,0.00109809,0.00001708064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946033,0.0002792268,0.0009441464,0.0004537124,0.00003439519,0.0000678472,0.0006603514,0.00001846394,0.002938361],"genre_scores_gemma":[0.9978372,0.00009691015,0.001160407,0.0001613909,0.00002402467,0.00008684833,0.0003732757,0.00001001362,0.000249903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08681349,"threshold_uncertainty_score":0.1726164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115721618889758,"score_gpt":0.4143624277996909,"score_spread":0.3632052116107933,"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."}}