{"id":"W3118729990","doi":"10.1155/2021/5395627","title":"Normative and Equated Data of the Original and Basic Versions of the Montreal Cognitive Assessment among Community Dwelling Saudi Arabians","year":2021,"lang":"en","type":"article","venue":"Behavioural Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"King Saud University","keywords":"Normative; Equating; Montreal Cognitive Assessment; Multivariate statistics; Multivariate analysis; Cognition; Psychology; Demography; Mathematics; Statistics; Cognitive impairment; Sociology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084298,0.00009786672,0.000217066,0.00003634374,0.0002287012,0.000008919445,0.0001878648,0.00005486305,0.00005644848],"category_scores_gemma":[0.0001597394,0.00006029142,0.00004351744,0.0001840219,0.0006959987,0.00007873253,0.0007476871,0.0006362584,4.639642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008315292,"about_ca_system_score_gemma":0.0001346151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577017,"about_ca_topic_score_gemma":0.001020034,"domain_scores_codex":[0.9983276,0.0008886168,0.0001994116,0.0001705075,0.0002356937,0.0001782425],"domain_scores_gemma":[0.9987976,0.000411862,0.0001226333,0.0003823147,0.0002235221,0.00006208385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439427,0.0002845615,0.9955193,0.00003361321,0.00005796657,0.0000318083,0.0003557977,6.095624e-7,0.002178981,0.00002404823,0.00005275832,0.001316559],"study_design_scores_gemma":[0.001532253,0.0005006558,0.9923719,0.00007657614,0.0003896391,0.00009529328,0.001026511,0.0005178668,0.003383376,0.00004519016,0.00001570105,0.00004505317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970052,0.00005264796,0.00003221325,0.00167195,0.00006714156,0.0003660337,0.0001789788,0.000005531343,0.0006202696],"genre_scores_gemma":[0.9994223,0.00005934876,0.00001891949,0.0003185593,0.000007289026,0.000006907657,0.0000747116,0.000006579296,0.00008541311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00314747,"threshold_uncertainty_score":0.2764262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07385512856157561,"score_gpt":0.3471763159539345,"score_spread":0.2733211873923589,"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."}}