{"id":"W3108183223","doi":"10.1002/trc2.12103","title":"Differentiating among stages of cognitive impairment in aging: Version 3 of the Uniform Data Set (UDS) neuropsychological test battery and MoCA index scores","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Dementia; Neuropsychology; Cohort; Neuropsychological test; Montreal Cognitive Assessment; Clinical Dementia Rating; Receiver operating characteristic; Psychology; Audiology; Test (biology); Cognition; Cognitive test; Alzheimer's disease; Gerontology; Medicine; Cognitive impairment; Clinical psychology; Psychiatry; Disease; Internal medicine","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":[0.002818352,0.000531978,0.0005904785,0.002249618,0.0003890501,0.0007435243,0.0008806247,0.0003432622,0.001521003],"category_scores_gemma":[0.007017455,0.0001614312,0.000659587,0.001623326,0.0003519078,0.0006244066,0.0008100913,0.0003914877,0.0005125395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023455,"about_ca_system_score_gemma":0.001131444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241018,"about_ca_topic_score_gemma":0.02073352,"domain_scores_codex":[0.9986411,0.0003576738,0.0003515554,0.0002126415,0.0003512294,0.00008586013],"domain_scores_gemma":[0.9961632,0.0004808911,0.001560461,0.0004034257,0.001103783,0.0002881419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00047226,0.00008606388,0.9810638,0.00006165549,0.0002679215,0.00003378439,0.0000755318,0.0004301069,0.0003088015,0.0001502741,0.003115778,0.01393394],"study_design_scores_gemma":[0.00003578344,0.0001526039,0.9966778,0.00003886828,0.00005127908,0.0001545037,0.0000634993,0.0008146415,0.0005067188,0.0003079046,0.001183924,0.00001251472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968623,0.0007878743,0.003210553,0.0001718346,0.00006940931,0.0003894463,0.02047583,0.0002193133,0.006052745],"genre_scores_gemma":[0.9713507,0.000217138,0.004898646,0.0001493198,0.000021554,0.0004931292,0.02218596,0.00002509852,0.0006585314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241018,"threshold_uncertainty_score":0.02467591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3179958132183725,"score_gpt":0.4970676222166789,"score_spread":0.1790718089983064,"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."}}