{"id":"W3093263681","doi":"10.1111/jnp.12226","title":"Reliable change in neuropsychological test scores is associated with brain atrophy in older adults","year":2020,"lang":"en","type":"article","venue":"Journal of Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Atrophy; Temporal lobe; Psychology; Neuroimaging; Alzheimer's Disease Neuroimaging Initiative; Neuropsychology; Neuropsychological assessment; Neuropsychological test; Temporal cortex; Neuroscience; Cognition; Medicine; Internal medicine; Cognitive impairment; Epilepsy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001724609,0.0004557345,0.0004076594,0.001827007,0.0003800291,0.0005940991,0.0003992414,0.0006109038,0.001004395],"category_scores_gemma":[0.01004545,0.0002189776,0.0003640238,0.0009418807,0.0004614572,0.0006376815,0.0007383385,0.0005297561,0.0002168077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114688,"about_ca_system_score_gemma":0.000174374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002899074,"about_ca_topic_score_gemma":0.005760025,"domain_scores_codex":[0.9993277,0.000174512,0.0001457559,0.0001390489,0.0001579599,0.00005505028],"domain_scores_gemma":[0.9936388,0.00112285,0.003664668,0.0005070124,0.0006951003,0.0003716286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969511,0.00003284757,0.9964211,0.00001791796,0.00006722603,0.00009298387,0.0001340778,0.00003528707,0.000243633,0.00001255673,0.00007693659,0.002668415],"study_design_scores_gemma":[0.000002392531,0.00006601831,0.9995505,0.000003807212,0.00001447213,0.0001518368,0.00004487963,0.00006640703,0.00003533813,0.00003112937,0.00003121993,0.00000189741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985374,0.0005454621,0.0001119001,0.0000491579,0.000007325557,0.000010607,0.0001720059,0.000008071919,0.0005579832],"genre_scores_gemma":[0.9995233,0.00009505407,0.0001072767,0.00001299081,0.00001449556,0.000005513033,0.0001638529,0.000001854593,0.00007566059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002899074,"threshold_uncertainty_score":0.009120762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673207458052051,"score_gpt":0.3375744118716227,"score_spread":0.3008423372911022,"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."}}