{"id":"W4414082617","doi":"10.1002/alz.70648","title":"Recent advances in neuroimaging of Alzheimer's disease and related dementias","year":2025,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Sunnybrook Hospital; University of Toronto; Institut Universitaire de Gériatrie de Montréal; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"Medical Research Council; UK Dementia Research Institute; Canadian Institutes of Health Research; Alzheimerfonden; Lunds Universitet; National Institute for Health and Care Research; Bundesministerium für Bildung und Forschung; National Institutes of Health; Canada Research Chairs; University College London; Alzheimer's Society; BrightFocus Foundation; Alzheimer Society; European Commission; Fondation Brain Canada; National Institute on Aging; Alzheimer's Association","keywords":"Neuroimaging; Disease; Dementia; Positron emission tomography; Biomarker; Alzheimer's disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001747045,0.000781005,0.0009700819,0.004046747,0.000299229,0.001707058,0.0007256627,0.001451993,0.003226639],"category_scores_gemma":[0.003631733,0.0003209252,0.0007831309,0.003009997,0.0008716638,0.00275535,0.0009306228,0.001603046,0.001295815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277976,"about_ca_system_score_gemma":0.001836949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260512,"about_ca_topic_score_gemma":0.003605631,"domain_scores_codex":[0.9993246,0.0002258353,0.0001157866,0.00009944662,0.0001816313,0.00005271154],"domain_scores_gemma":[0.9978333,0.00125549,0.0001767072,0.00005214854,0.0005648116,0.0001175002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009593102,0.00003799198,0.000979865,0.009854916,0.0001556836,0.0004385155,0.0002265385,0.0003058711,0.001479609,0.004457027,0.04237089,0.9395972],"study_design_scores_gemma":[0.00002499592,0.0001453191,0.005365588,0.007933092,0.000293298,0.005080109,0.0002687776,0.0003836076,0.0008972789,0.008630731,0.9709134,0.00006388876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002535841,0.9958969,0.0004450676,0.001629833,0.0006020874,0.000005287017,0.00002267385,0.00001528956,0.001129192],"genre_scores_gemma":[0.001982787,0.9930942,0.001209137,0.0008763853,0.002344909,0.00001318938,0.00006370566,0.000007205278,0.0004085427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004046747,"threshold_uncertainty_score":0.01079416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845906255646791,"score_gpt":0.3672561333846778,"score_spread":0.3287970708282099,"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."}}