{"id":"W4390201689","doi":"10.1002/alz.075571","title":"Visual Cognitive Assessment Test (VCAT): Utility in detecting early dementia in diverse language cohorts","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Cognition; Medicine; Cognitive test; Psychology; Physical therapy; Psychiatry; Cognitive impairment; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002533717,0.0007255981,0.0004819069,0.001773931,0.0005156693,0.001160178,0.0005761464,0.0005868563,0.0007750932],"category_scores_gemma":[0.004364642,0.0001701483,0.0004909056,0.0009489399,0.0003693232,0.0005852146,0.0008526674,0.000512611,0.0001999505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851971,"about_ca_system_score_gemma":0.0004487153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007214305,"about_ca_topic_score_gemma":0.01109057,"domain_scores_codex":[0.9991443,0.0003111468,0.0001059094,0.0002286281,0.0001488834,0.00006110279],"domain_scores_gemma":[0.9981108,0.0004261772,0.0006289478,0.0001277592,0.000422199,0.0002842428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005934557,0.0001109404,0.9915987,0.00002661871,0.0001770888,0.00007950253,0.0001072388,0.0001635534,0.0004874195,0.00002104561,0.0002014185,0.006433032],"study_design_scores_gemma":[0.00003047775,0.0003350354,0.9978054,0.00001500662,0.00007550535,0.0003769263,0.0001642453,0.0006962578,0.0002834186,0.00005915004,0.0001481735,0.00001025035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9983398,0.0002756346,0.0002665608,0.0000253071,0.000008302371,0.00002937409,0.0004245562,0.00001379189,0.0006167166],"genre_scores_gemma":[0.9987395,0.00007584731,0.0005669679,0.00002518347,0.000007095091,0.00003226226,0.0003954012,0.000003167271,0.0001545608],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007214305,"threshold_uncertainty_score":0.01434463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346992638519679,"score_gpt":0.3701899479736304,"score_spread":0.3367200215884336,"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."}}