{"id":"W2795503875","doi":"10.1186/s13195-017-0333-z","title":"A novel language-neutral Visual Cognitive Assessment Test (VCAT): validation in four Southeast Asian countries","year":2018,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Population; Medicine; Cohort; Psychology; Physical therapy; Disease; Psychiatry; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004374016,0.001242036,0.000456976,0.000911092,0.0006639985,0.00065073,0.0006160432,0.0005796794,0.000659597],"category_scores_gemma":[0.004825021,0.0003190308,0.0006597838,0.0007489706,0.0007646963,0.0006056978,0.001014926,0.0004925369,0.0003771916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877725,"about_ca_system_score_gemma":0.000891466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009363371,"about_ca_topic_score_gemma":0.01243178,"domain_scores_codex":[0.9989095,0.0004786669,0.0001812267,0.000192278,0.0001640515,0.00007427575],"domain_scores_gemma":[0.9977986,0.0004025949,0.0004591148,0.000245539,0.0008964677,0.0001975447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008629416,0.0006417756,0.9751939,0.0001163468,0.0001832468,0.0003431886,0.003119882,0.0003049031,0.003741252,0.00007248917,0.0002590067,0.01516109],"study_design_scores_gemma":[0.0001756861,0.002105456,0.9917933,0.00005301219,0.0001628627,0.0008118429,0.001550307,0.0008129725,0.001661682,0.00005715336,0.0007942661,0.00002131555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988332,0.00007783305,0.000348932,0.00001734171,0.000007025594,0.0001166356,0.0001852862,0.000006807296,0.0004068309],"genre_scores_gemma":[0.9966041,0.0001075771,0.002043117,0.00005063892,0.000007148902,0.0002169207,0.0007265835,0.000005419348,0.0002385681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009363371,"threshold_uncertainty_score":0.02313226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09089356990288816,"score_gpt":0.4573445860478574,"score_spread":0.3664510161449692,"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."}}