{"id":"W2058396092","doi":"10.11648/j.cmr.20140303.11","title":"Validation of Malay Version of Montreal Cognitive Assessment in Patients with Cognitive Impairment","year":2014,"lang":"en","type":"article","venue":"Clinical Medicine Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Malay; Dementia; Cognition; Clinical Dementia Rating; Cognitive impairment; Medicine; Population; Cognitive Assessment System; Psychology; Audiology; Clinical psychology; Psychiatry; Gerontology; Disease; Internal medicine; Linguistics","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":[0.002238143,0.0004136437,0.0003701552,0.0009632628,0.0004222922,0.0004470543,0.0005276232,0.0003605751,0.001482675],"category_scores_gemma":[0.007287681,0.0001557351,0.0005456614,0.0004732086,0.0002253018,0.0004080291,0.0005153221,0.0004924174,0.0005850215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510821,"about_ca_system_score_gemma":0.0007076649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481593,"about_ca_topic_score_gemma":0.01188511,"domain_scores_codex":[0.9988394,0.0003836428,0.0002079145,0.0001291246,0.0003442335,0.00009567948],"domain_scores_gemma":[0.9980259,0.0003244934,0.0005595623,0.0001418167,0.0007909921,0.000157328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000469714,0.0002567561,0.9774704,0.0001188501,0.0001210924,0.0002145386,0.0005143604,0.0001259528,0.001710153,0.00009063257,0.001375758,0.0175318],"study_design_scores_gemma":[0.00003740107,0.0004227659,0.9966195,0.00004161542,0.00004078634,0.000581913,0.0002107201,0.0003993366,0.0005852805,0.00006551015,0.0009844932,0.00001063121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935341,0.0006551701,0.0009775362,0.0001753876,0.00007220789,0.0004173136,0.001290839,0.00003114625,0.00284633],"genre_scores_gemma":[0.9954031,0.000241062,0.002319715,0.00008077439,0.00002541963,0.0002946282,0.001085688,0.000005146488,0.0005443967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481593,"threshold_uncertainty_score":0.01288772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956193457777173,"score_gpt":0.4747927351547808,"score_spread":0.4152308005770091,"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."}}