{"id":"W1974742391","doi":"10.1159/000026247","title":"Prevalence of Cognitive Impairment and Dementia as Defined by Neuropsychological Test Performance","year":2000,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Dementia; Neuropsychology; Medicine; Population; Cognition; Cognitive impairment; Operationalization; Neuropsychological test; Psychiatry; Neuropsychological assessment; Clinical psychology; Gerontology; Disease; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001894181,0.0002117246,0.0003653115,0.003850662,0.0005140067,0.000808669,0.0006296656,0.0002765787,0.001170455],"category_scores_gemma":[0.006012745,0.0001710819,0.0002747424,0.002113607,0.0007017486,0.0004365006,0.0006766994,0.0003975571,0.0001273472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751045,"about_ca_system_score_gemma":0.002711859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4757058,"about_ca_topic_score_gemma":0.4961636,"domain_scores_codex":[0.9984146,0.0002877119,0.0001562701,0.0001447242,0.0006996212,0.0002970207],"domain_scores_gemma":[0.9982954,0.0002289007,0.0005331295,0.00009649398,0.0005884874,0.0002576176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004581625,0.00002102529,0.9936997,0.00003570386,0.00004206425,0.00007081382,0.0004407432,0.00004853201,0.0001516829,0.0002215653,0.0002842408,0.004938121],"study_design_scores_gemma":[0.000001844405,0.00002038669,0.9990003,0.00001178129,0.00001005992,0.000197997,0.0002497427,0.00008784286,0.00003067639,0.00005102393,0.0003329187,0.00000538423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894562,0.001640366,0.0003781992,0.0001186071,0.00002648423,0.0001112698,0.002562867,0.00001529526,0.005690588],"genre_scores_gemma":[0.9976019,0.0004766657,0.0004293378,0.00003398581,0.00001552337,0.00003307443,0.001124381,0.000001674913,0.0002834332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4757058,"threshold_uncertainty_score":0.9458739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283233916981775,"score_gpt":0.3290753247942377,"score_spread":0.30624298562442,"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."}}