{"id":"W4388723102","doi":"10.14283/jarlife.2023.15","title":"Prevalence and Patterns of Cognitive Impairment in a Sample of Community Dwelling Older People in Nigeria","year":2023,"lang":"en","type":"article","venue":"Journal of Aging Research and Lifestyle","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer's Association","keywords":"Montreal Cognitive Assessment; Cognition; Dementia; Medicine; Gerontology; Population; Cognitive impairment; Audiology; Psychology; Demography; Psychiatry; Internal medicine; Disease","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":[0.0002716343,0.000229199,0.0002614953,0.0009170561,0.0006722128,0.0003909004,0.0002214966,0.0003056597,0.0008665757],"category_scores_gemma":[0.0008220005,0.0002819389,0.0001602781,0.0005868613,0.0002465831,0.0003127524,0.0003544029,0.0002715554,0.0001280822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095696,"about_ca_system_score_gemma":0.0002814195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122942,"about_ca_topic_score_gemma":0.02467839,"domain_scores_codex":[0.999836,0.00002390729,0.00003592389,0.00002812973,0.00004186763,0.00003429954],"domain_scores_gemma":[0.9996675,0.00003845954,0.0001549977,0.00001244545,0.00006332288,0.00006325517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002487904,0.00004443958,0.9976162,0.00002517048,0.000008134166,0.0002050734,0.000547163,0.000005363256,0.0003173805,0.000007656164,0.00004163027,0.00115702],"study_design_scores_gemma":[0.000001972186,0.00007040896,0.9972228,0.00003217396,0.000006575627,0.0006759473,0.001813306,0.00002442371,0.00004230741,0.0000130366,0.00009494289,0.00000216551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995005,0.0001320342,0.00001397044,0.00001989389,0.000003046123,0.000008098287,0.00009036598,6.517208e-7,0.0002312665],"genre_scores_gemma":[0.9994616,0.0002076095,0.00005060505,0.00002164946,0.000002735122,0.000009192794,0.00009839981,3.807681e-7,0.0001477293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122942,"threshold_uncertainty_score":0.0244453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342260203531991,"score_gpt":0.3855324552977704,"score_spread":0.3421098532624505,"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."}}