{"id":"W4390194128","doi":"10.1002/alz.073694","title":"Associations of white matter hyperintensities with cerebrovascular architecture in Alzheimer’s disease and related dementias","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Sunnybrook Health Science Centre; Hotchkiss Brain Institute; University Health Network; Health Sciences Centre; Occupational Cancer Research Centre; University of Toronto; University of Calgary; McGill University Health Centre; McGill University; Douglas Mental Health University Institute; Université Laval; Ontario Brain Institute; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Hyperintensity; Cardiology; Dementia; Internal medicine; Medicine; Vascular dementia; White matter; Fluid-attenuated inversion recovery; Stroke (engine); Alzheimer's disease; Psychology; Magnetic resonance imaging; Nuclear medicine; Disease; Radiology","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":[0.0009047962,0.0005198643,0.0003741714,0.002296149,0.0005201475,0.0008797098,0.0004172883,0.0004612438,0.002072337],"category_scores_gemma":[0.002351966,0.000250428,0.0004595494,0.001709026,0.0003881051,0.0004436188,0.0006809618,0.0004549042,0.0002070282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631856,"about_ca_system_score_gemma":0.000290131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434471,"about_ca_topic_score_gemma":0.006177112,"domain_scores_codex":[0.999549,0.00008766609,0.00007788043,0.0001476018,0.00008210451,0.00005566909],"domain_scores_gemma":[0.9985386,0.0003000563,0.0006498342,0.0001401303,0.0002005483,0.0001708725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003862191,0.00005097542,0.9930556,0.0000702328,0.0004543347,0.0001462828,0.0001009224,0.0001009974,0.0004969847,0.00009901371,0.0001868746,0.004851423],"study_design_scores_gemma":[0.000004095298,0.00003914193,0.9990728,0.00001243536,0.0000688614,0.0002333589,0.00006275147,0.0001173296,0.00007265857,0.0001756306,0.0001378056,0.000003031161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959729,0.002364387,0.0001753322,0.00004530265,0.00001199299,0.000009404852,0.00056382,0.000006573677,0.0008502643],"genre_scores_gemma":[0.9988626,0.0003581525,0.0001677465,0.00001348738,0.00002195367,0.000008174068,0.0003716218,0.000002675132,0.0001935548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434471,"threshold_uncertainty_score":0.008638799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221633440300808,"score_gpt":0.2776672299626669,"score_spread":0.2554508955596588,"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."}}