{"id":"W4408537031","doi":"10.1007/s10072-025-08066-1","title":"The Montreal cognitive assessment (MoCA) 8.1 version, including the memory index score (MoCA-MIS): Italian norms","year":2025,"lang":"en","type":"article","venue":"Neurological Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Padova","keywords":"Montreal Cognitive Assessment; Neuropsychology; Dementia; Cognition; Raw score; Medicine; Cognitive impairment; Effects of sleep deprivation on cognitive performance; Gerontology; Cognitive reserve; Psychology; Raw data; Psychiatry; Internal medicine; Statistics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001614323,0.000161297,0.0001845025,0.00008733501,0.00192825,0.0002212728,0.0005351251,0.0000749873,0.0002340144],"category_scores_gemma":[0.0006958858,0.00006659695,0.0001099099,0.0008549726,0.001741185,0.0001266796,0.0004031725,0.0005071576,0.00004263681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406552,"about_ca_system_score_gemma":0.0002690517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000819636,"about_ca_topic_score_gemma":0.000101507,"domain_scores_codex":[0.9973864,0.0003078617,0.0002302653,0.000485526,0.001017173,0.0005728031],"domain_scores_gemma":[0.9981757,0.0012629,0.00006970137,0.0001789529,0.0001771404,0.0001356396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003807889,0.0002310301,0.9166499,0.00001178953,0.00005049537,0.0001134378,0.00007777369,0.000006593417,0.000268558,0.0008681323,0.003425755,0.07791575],"study_design_scores_gemma":[0.0008583517,0.001681055,0.9887145,0.00003551633,0.00005913302,0.00001651723,0.001474126,0.00142288,0.000332519,0.001890217,0.003433375,0.00008186513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260599,0.0001470073,0.0001043502,0.02814935,0.0002230336,0.000625392,0.000003164144,0.00004523369,0.1446426],"genre_scores_gemma":[0.9900855,0.0001000843,0.00001397039,0.007495035,0.00007032736,0.00007923919,0.000003824463,0.000003693982,0.002148257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1640257,"threshold_uncertainty_score":0.9993711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740148205924407,"score_gpt":0.364983867294872,"score_spread":0.327582385235628,"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."}}