{"id":"W1969268153","doi":"10.1136/jnnp-2014-309647","title":"Early detection of dementia in multilingual populations: Visual Cognitive Assessment Test (VCAT)","year":2015,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Cohort; Medicine; Audiology; Physical medicine and rehabilitation; Cognitive test; Psychology; Physical therapy; Disease; Internal medicine; Psychiatry","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":[0.0006778567,0.0005610933,0.0003769835,0.001126922,0.0002872186,0.0006457585,0.0003369479,0.000425194,0.001326659],"category_scores_gemma":[0.002924641,0.0001156299,0.0002697064,0.000489918,0.0002459375,0.0003747075,0.0004793257,0.0004465935,0.0003707588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313254,"about_ca_system_score_gemma":0.000437308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803585,"about_ca_topic_score_gemma":0.008804365,"domain_scores_codex":[0.9996135,0.0001047939,0.00004789441,0.00008480534,0.0001109964,0.00003814217],"domain_scores_gemma":[0.9986632,0.0002314707,0.0005861066,0.00003226225,0.0003217679,0.0001651571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004552825,0.00027838,0.9580392,0.0001913818,0.0001498772,0.0004409048,0.0002536565,0.0002448165,0.002030087,0.00005486361,0.001979163,0.03588245],"study_design_scores_gemma":[0.00003314864,0.0005477424,0.9945946,0.00006237716,0.00005966323,0.002312188,0.0001355588,0.0005251086,0.0008098389,0.0001179503,0.0007838311,0.0000180251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932026,0.001312489,0.0009085105,0.0001691705,0.00003892023,0.0000886879,0.0009981091,0.00007482855,0.003206711],"genre_scores_gemma":[0.9967003,0.000364438,0.001475647,0.00008304361,0.00002373949,0.00006399598,0.000743333,0.000003997682,0.0005414667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004803585,"threshold_uncertainty_score":0.009551287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850647584561266,"score_gpt":0.3760007800726662,"score_spread":0.3374943042270536,"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."}}