{"id":"W1996018537","doi":"10.1016/j.neurobiolaging.2004.12.008","title":"Cerebral changes on MRI and cognitive function: The CASCADE study","year":2005,"lang":"en","type":"article","venue":"Neurobiology of Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Baycrest Hospital","funders":"European Commission","keywords":"Stroop effect; Hyperintensity; Dementia; Psychology; Cognition; Neuroimaging; Verbal fluency test; Effects of sleep deprivation on cognitive performance; Audiology; Magnetic resonance imaging; Cognitive decline; Neuroscience; Medicine; Neuropsychology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001934728,0.00008039737,0.0001339198,0.00007881281,0.00009069286,0.000006007164,0.00003828224,0.00002679036,0.0001376634],"category_scores_gemma":[0.00002894222,0.00005013541,0.00002316709,0.00007608208,0.0001619583,0.00001802132,0.00005464748,0.0001933438,0.00001627907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005023522,"about_ca_system_score_gemma":0.00001417007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009095779,"about_ca_topic_score_gemma":0.0000302649,"domain_scores_codex":[0.9993259,0.0001279768,0.00008840879,0.0001935202,0.00009290042,0.0001713059],"domain_scores_gemma":[0.9996073,0.0001747785,0.00003490076,0.00008498549,0.00006060436,0.0000374855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006533884,0.0006861569,0.9197205,0.0000343032,0.000308362,0.00002822561,0.001404227,0.000001085294,0.003425658,0.0000642668,0.0005021719,0.07317165],"study_design_scores_gemma":[0.001779947,0.0040944,0.9812898,0.00003671716,0.0001785894,0.00004183287,0.00169563,0.00001289445,0.009966688,0.000008816119,0.0008477607,0.00004690527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887232,0.0001337374,0.00001067196,0.007330016,0.00006441402,0.0004669953,0.000002894713,0.00001756936,0.003250567],"genre_scores_gemma":[0.9966486,0.00002769762,0.000006684241,0.002539467,0.0001666495,0.00002210308,0.000004501528,0.000006764512,0.0005775311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07312474,"threshold_uncertainty_score":0.2044463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279157730120734,"score_gpt":0.3121702773439135,"score_spread":0.2893787000427062,"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."}}