{"id":"W3113281164","doi":"10.1002/alz.045027","title":"Montreal Cognitive Assessment 5‐minute protocol is accurate in screening for mild cognitive impairment in the rural African population","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Intraclass correlation; Dementia; Cronbach's alpha; Medicine; Gold standard (test); Clinical Dementia Rating; Exploratory factor analysis; Cognition; Concurrent validity; Population; Clinical psychology; Cognitive impairment; Gerontology; Psychology; Internal medicine; Psychiatry; Psychometrics; Internal consistency","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":[0.004447949,0.00050672,0.0004421297,0.001623378,0.0005023322,0.0006505325,0.0005980033,0.000511833,0.001181371],"category_scores_gemma":[0.01098841,0.0002244039,0.0005162167,0.0008357841,0.0002610444,0.0005650074,0.0006276825,0.0004660559,0.0002760495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825346,"about_ca_system_score_gemma":0.000919831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464526,"about_ca_topic_score_gemma":0.03256348,"domain_scores_codex":[0.9978055,0.001151414,0.0002653354,0.0002063587,0.0004319679,0.0001392861],"domain_scores_gemma":[0.9977109,0.0005040863,0.0008504417,0.0001434538,0.0006531131,0.000138006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001064308,0.0003837769,0.9620483,0.0001720947,0.0001838334,0.0001491171,0.0004434566,0.0004040312,0.001224352,0.0001938212,0.001998062,0.03173479],"study_design_scores_gemma":[0.00005019512,0.0006992632,0.9957658,0.000059049,0.00004249236,0.0002075079,0.0001696408,0.001362739,0.0004340537,0.0001160407,0.00107894,0.00001441341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866671,0.001205698,0.003396685,0.0001770668,0.00006038735,0.001619377,0.00161416,0.00009317791,0.005166497],"genre_scores_gemma":[0.9903491,0.0003214516,0.006897282,0.00008231126,0.00001835156,0.0008971173,0.0007141342,0.000008561306,0.0007118723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01464526,"threshold_uncertainty_score":0.02912003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0720131844074866,"score_gpt":0.3905934338317189,"score_spread":0.3185802494242323,"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."}}