{"id":"W4281770098","doi":"10.1080/00207454.2022.2082966","title":"Construction of a short version of the Montreal Cognitive Assessment (MoCA) rating scale for the Thai population using Partial Least Squares analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Neuroscience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cronbach's alpha; Construct validity; Rating scale; Psychology; Population; Concurrent validity; Cognition; Statistics; Clinical psychology; Psychometrics; Developmental psychology; Medicine; Mathematics; Cognitive impairment; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006013186,0.00004818837,0.0001268474,0.0001957601,0.0001987499,0.00002236466,0.000214885,0.000008987639,0.0000261644],"category_scores_gemma":[0.0002173674,0.00003027409,0.000199583,0.0003843265,0.0001574117,0.0001355552,0.000113084,0.0001383612,2.378722e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008329067,"about_ca_system_score_gemma":0.0001553107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008837035,"about_ca_topic_score_gemma":0.000009553087,"domain_scores_codex":[0.9981219,0.0001182636,0.0003208663,0.00009827899,0.001257098,0.00008361538],"domain_scores_gemma":[0.9987547,0.000176765,0.0003746642,0.00005662314,0.0006094222,0.00002777675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005376847,0.0001933469,0.8653944,0.00000760547,0.0001323618,0.000006116949,0.0001538374,0.004005976,0.1235953,0.00004088164,0.000007824088,0.005924745],"study_design_scores_gemma":[0.0006239422,0.0003947959,0.8982716,0.00003676484,0.000411446,0.0001123932,0.001440396,0.09168464,0.00694499,0.00004078873,0.00001385633,0.00002440251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821265,0.000011802,0.01650508,0.000558135,0.0004828973,0.0002056314,0.00004663846,0.000001290202,0.00006198485],"genre_scores_gemma":[0.9995749,0.000008138977,0.0002460786,0.00008310195,0.00005881899,0.00000534334,0.000004288627,0.000002804265,0.00001652852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166503,"threshold_uncertainty_score":0.1528644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507985381966886,"score_gpt":0.3842657351307237,"score_spread":0.3491858813110548,"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."}}