{"id":"W4318754567","doi":"10.1080/13854046.2023.2170281","title":"Examining the Vietnamese Montreal cognitive assessment in healthy and moderate-to-severe traumatic brain injury populations","year":2023,"lang":"en","type":"article","venue":"The Clinical Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Psychology; Neuropsychology; Cognition; Neuropsychological assessment; Vietnamese; Memory span; Clinical psychology; Traumatic brain injury; Psychiatry; Cognitive impairment; Working memory","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":[0.001516518,0.0004651501,0.0003137806,0.001144057,0.0005056235,0.0005815122,0.000444669,0.0003666645,0.001106975],"category_scores_gemma":[0.004535025,0.0001511661,0.0004280862,0.0006627272,0.0003284314,0.0004137428,0.0006616035,0.0003250445,0.0001739175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005939014,"about_ca_system_score_gemma":0.0008250814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653546,"about_ca_topic_score_gemma":0.03819991,"domain_scores_codex":[0.9994854,0.0001374204,0.00006936568,0.0001349586,0.00009339819,0.00007944233],"domain_scores_gemma":[0.9987977,0.0001910986,0.0004658079,0.00005063938,0.0003387112,0.0001560914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410238,0.00005336005,0.9943752,0.00002809041,0.00009042325,0.00006745251,0.000322652,0.00008941087,0.0003036717,0.00003989263,0.0001337898,0.004355027],"study_design_scores_gemma":[0.0000101311,0.0002045605,0.9985363,0.00001490576,0.00002045974,0.0001441584,0.0004181002,0.0002542666,0.000156532,0.00004333381,0.0001934851,0.000003846366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988639,0.0001414408,0.0001589066,0.00003269585,0.000006261597,0.00004294491,0.0002742796,0.000002861633,0.0004766585],"genre_scores_gemma":[0.9991022,0.00005328168,0.0003207366,0.00001929079,0.000004096154,0.0000436901,0.0003124182,0.000001129533,0.0001431898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653546,"threshold_uncertainty_score":0.05276197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4168411033204297,"score_gpt":0.5350720288532004,"score_spread":0.1182309255327707,"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."}}