{"id":"W4390571307","doi":"10.1186/s12877-023-04553-2","title":"Translation and validation of the audiovisual version of the Montreal cognitive assessment in older adults in Brazil","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Montreal Cognitive Assessment; Medicine; Cognition; Gerontology; Mood; Population; Test (biology); Audiology; Cognitive impairment; Clinical psychology; Psychiatry; Environmental health","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":[0.0003879993,0.00005785272,0.0001059894,0.0001330843,0.00001845643,0.00000940308,0.00003901283,0.0000445761,0.00003216906],"category_scores_gemma":[0.00007234915,0.00003527699,0.00005241083,0.0005428602,0.00004298595,0.00006385882,0.00003582292,0.0001309953,8.311353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003963715,"about_ca_system_score_gemma":0.00019386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001901298,"about_ca_topic_score_gemma":0.0001716173,"domain_scores_codex":[0.999104,0.0001375393,0.0001993299,0.0001296111,0.0003358412,0.00009368054],"domain_scores_gemma":[0.9996132,0.0001798668,0.00004436261,0.00006856207,0.00007614416,0.00001790057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003286554,0.0002697428,0.966861,0.0005495695,0.00001608354,0.000002826455,0.001449309,0.000007376255,0.00165492,0.00002741128,0.00004032018,0.02879278],"study_design_scores_gemma":[0.002598071,0.0001171063,0.98679,0.0005082435,0.00006965449,0.000001917935,0.0007835084,0.002404873,0.006634899,0.0000490343,0.00001028346,0.00003237875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973,0.0003717772,0.0002797735,0.0002322357,0.00008556046,0.0007389258,0.00001641052,0.000004281769,0.0009710559],"genre_scores_gemma":[0.9997204,0.00009068867,0.00005047942,0.00001287262,0.00001964407,0.00001477873,0.00001474295,0.000005404339,0.00007098709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02876041,"threshold_uncertainty_score":0.1438554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558876488495226,"score_gpt":0.328691356730748,"score_spread":0.3131025918457957,"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."}}