{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000883894,0.0008963097,0.0006602968,0.001030077,0.0007250869,0.0007106473,0.0004884772,0.0008646391,0.002901448],"category_scores_gemma":[0.001906236,0.0004286222,0.0004899778,0.000727446,0.0006365336,0.00123381,0.0007513257,0.001098157,0.0003742897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653326,"about_ca_system_score_gemma":0.0007322472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005252881,"about_ca_topic_score_gemma":0.006096582,"domain_scores_codex":[0.9997036,0.00009848128,0.00001615408,0.00006063935,0.00005351516,0.0000675081],"domain_scores_gemma":[0.9993399,0.0001210937,0.0002066287,0.00006986356,0.00006198759,0.0002006819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01166997,0.002191164,0.9310201,0.0001668327,0.000893881,0.007170829,0.001014657,0.0003142492,0.01994998,0.001045866,0.001258412,0.02330399],"study_design_scores_gemma":[0.0002109988,0.001486256,0.9912933,0.00002280776,0.0002162043,0.003824911,0.0002208298,0.0002560154,0.0009841872,0.0007902558,0.0006709244,0.00002318055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968094,0.0007203021,0.0001474379,0.0002002747,0.00001230535,0.00003801687,0.0001655337,0.000004743756,0.001901817],"genre_scores_gemma":[0.9978524,0.00082715,0.0002649201,0.0001011536,0.00005937313,0.00002184507,0.0001712369,0.000004704545,0.0006971685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005252881,"threshold_uncertainty_score":0.01044458,"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."}}