{"id":"W4385752154","doi":"10.1002/alz.13377","title":"White matter hyperintensity longitudinal morphometric analysis in association with Alzheimer disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Avid Radiopharmaceuticals; National Institutes of Health; Genentech; National Institute of Neurological Disorders and Stroke; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; University of Southern California; BrightFocus Foundation; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Bristol-Myers Squibb; Novartis Pharmaceuticals Corporation; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; American Heart Association; National Institute on Aging; Alzheimer's Association","keywords":"Hyperintensity; White matter; Fluid-attenuated inversion recovery; Voxel; Alzheimer's disease; Leukoaraiosis; Lesion; Medicine; Disease; Pathology; Neuroscience; Cardiology; Magnetic resonance imaging; Psychology; Radiology","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":[0.001069769,0.000243604,0.0001328577,0.001351836,0.0002388831,0.0004574638,0.0002073069,0.0001961438,0.001059063],"category_scores_gemma":[0.001809594,0.0001238931,0.0001900714,0.0006469807,0.0002605891,0.0003780611,0.0004036152,0.0002416981,0.0001478771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206742,"about_ca_system_score_gemma":0.0002900391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463261,"about_ca_topic_score_gemma":0.002746453,"domain_scores_codex":[0.9998422,0.00003681154,0.00001731071,0.00004305831,0.00004410027,0.00001659058],"domain_scores_gemma":[0.9984302,0.0001820613,0.0009234757,0.0001047871,0.0002390486,0.0001204399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004209636,0.0000427284,0.9685425,0.00004414002,0.0001622531,0.0001911001,0.0001573025,0.00039277,0.01222793,0.0001457052,0.000265913,0.01740683],"study_design_scores_gemma":[0.000004564635,0.0001411067,0.9951259,0.00001135866,0.0000347705,0.0008353182,0.00007872708,0.001150286,0.002072758,0.0002297645,0.0003079132,0.000007472702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975356,0.0003906187,0.001196096,0.00004876765,0.000005208385,0.00001175567,0.0002258519,0.0000481132,0.0005379234],"genre_scores_gemma":[0.9978666,0.000103715,0.001573782,0.000008411788,0.000009898077,0.00001095147,0.0002045317,0.000006447759,0.0002158401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463261,"threshold_uncertainty_score":0.005657554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302352919174095,"score_gpt":0.2984452021691819,"score_spread":0.2682099102517724,"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."}}