{"id":"W2346614618","doi":"10.1002/brb3.481","title":"Prevalence estimates of major neurocognitive disorders in a rural Nigerian community","year":2016,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Grand Challenges Canada","keywords":"Dementia; Neurocognitive; Medicine; Gerontology; Cognition; Disease; Cognitive impairment; Cognitive decline; Clinical Dementia Rating; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000517429,0.0001920253,0.0001369386,0.0009900164,0.0004862999,0.0003324543,0.0001812182,0.0002409122,0.001080782],"category_scores_gemma":[0.001148561,0.0001903654,0.00009777067,0.0005009988,0.000263402,0.0002545711,0.0004642447,0.0001804595,0.0001733941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189464,"about_ca_system_score_gemma":0.0003191452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007090017,"about_ca_topic_score_gemma":0.01156323,"domain_scores_codex":[0.9997368,0.00009171247,0.00004425381,0.0000419406,0.00004839143,0.00003685514],"domain_scores_gemma":[0.9994687,0.00009111814,0.0002408431,0.00001611515,0.0001195868,0.00006356426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002811846,0.00004791635,0.99461,0.0000527105,0.00001048425,0.0001643513,0.00128914,0.00001947072,0.0005500407,0.00002322543,0.0001130838,0.003091444],"study_design_scores_gemma":[0.000009073631,0.0001514796,0.9922501,0.0001125855,0.00001294931,0.001156002,0.005551471,0.00007749524,0.000106147,0.00003992972,0.0005271217,0.000005644077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991845,0.0002371423,0.00004576131,0.00002875522,0.000003070428,0.00001557883,0.0001299413,0.000001015836,0.0003541117],"genre_scores_gemma":[0.9990752,0.0004005534,0.0001771191,0.00002306046,0.000004084403,0.00003206648,0.0001299842,3.615357e-7,0.0001575537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007090017,"threshold_uncertainty_score":0.01409751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595984089089205,"score_gpt":0.3218111481880249,"score_spread":0.3058513072971328,"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."}}