{"id":"W4312086583","doi":"10.1002/alz.066969","title":"Development and Validation of a Cognitive Evaluation tool for Multilingual Populations: The Visual Cognitive Assessment Test (VCAT)","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Dementia; Cognition; Cambridge Neuropsychological Test Automated Battery; Construct validity; Neuropsychological assessment; Cognitive test; Neuropsychological test; Neuropsychology; Psychology; Test (biology); Medicine; Clinical psychology; Psychometrics; Disease; Psychiatry; Working memory; Spatial memory; Pathology","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":[0.005282832,0.0006447714,0.0005373924,0.001473926,0.0004612874,0.0012088,0.0008058379,0.0006170868,0.001497169],"category_scores_gemma":[0.0119941,0.0001986943,0.0007861771,0.000648178,0.0004152412,0.0006822811,0.001102397,0.0008407448,0.0005721047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639841,"about_ca_system_score_gemma":0.001811899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006265421,"about_ca_topic_score_gemma":0.01053903,"domain_scores_codex":[0.9975131,0.0009081657,0.000413123,0.0003294266,0.0007167382,0.0001195092],"domain_scores_gemma":[0.9928283,0.001718916,0.001170241,0.0003066587,0.00354562,0.0004301489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009753332,0.001015275,0.8234258,0.0005376799,0.0004063935,0.0004504773,0.001174154,0.001180861,0.006657924,0.0003743713,0.004583037,0.1592186],"study_design_scores_gemma":[0.000212704,0.001985899,0.9828262,0.0002928169,0.0001564754,0.00150748,0.0006359171,0.004048102,0.004248366,0.0004254616,0.003584033,0.00007660493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.981432,0.0007761088,0.01002239,0.0002924539,0.0001123385,0.001165702,0.001899635,0.0001865545,0.004112822],"genre_scores_gemma":[0.9664223,0.0004914626,0.02717447,0.0002180002,0.00004644773,0.001695152,0.00266272,0.00003720818,0.001252303],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006265421,"threshold_uncertainty_score":0.0279386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08793284821793365,"score_gpt":0.4259822721159492,"score_spread":0.3380494238980156,"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."}}