{"id":"W3096206505","doi":"10.1016/j.acra.2020.07.039","title":"Bilateral Distance Partition of Periventricular and Deep White Matter Hyperintensities: Performance of the Method in the Aging Brain","year":2020,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Biomedical Imaging and Bioengineering; Alzheimer's Association; National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Hyperintensity; Dementia; Reproducibility; Cognitive impairment; Cognition; White matter; Audiology; Psychology; Cognitive decline; Medicine; Clinical Dementia Rating; Internal medicine; Magnetic resonance imaging; Psychiatry; Disease; Radiology; Mathematics; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493571,0.0000642983,0.0001909374,0.00006309189,0.00002510851,0.000001883554,0.000108906,0.00005953898,0.00006171539],"category_scores_gemma":[0.00008774269,0.00003526149,0.00003879126,0.0002722316,0.0001968903,0.00004328446,0.00004878666,0.0003264123,0.000002165981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009696455,"about_ca_system_score_gemma":0.00001468317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007904886,"about_ca_topic_score_gemma":6.816187e-7,"domain_scores_codex":[0.9990982,0.0002732291,0.0002144766,0.000132649,0.0001218586,0.0001596265],"domain_scores_gemma":[0.999651,0.0001266163,0.0000684662,0.00009040331,0.00003589981,0.00002766975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122172,0.000008673377,0.9814076,0.0001222513,0.00001921143,0.000007039561,0.003573053,0.0000143654,0.01356635,0.0000778184,0.0003347677,0.0007566406],"study_design_scores_gemma":[0.0005754121,0.0002028061,0.9890265,0.00006978795,0.00002785931,0.0001938339,0.001093521,0.00305027,0.004594849,0.00005550887,0.001070919,0.00003869347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721392,0.0005404454,0.0006781683,0.02615082,0.00002035185,0.0002480312,0.000002355246,0.000003027489,0.0002175378],"genre_scores_gemma":[0.9938072,0.0003269006,0.0001357288,0.00560472,0.00004039799,0.00001723607,0.000003305344,0.000004487624,0.00005999739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02166796,"threshold_uncertainty_score":0.1437922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551516335114899,"score_gpt":0.2971879697711477,"score_spread":0.2816728064199987,"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."}}