{"id":"W4414168582","doi":"10.1002/alz.70624","title":"Rates of clinical progression according to biological Alzheimer's disease stages","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement; Weston Brain Institute; Fondation Brain Canada; Alzheimer's Association","keywords":"Disease; Stage (stratigraphy); Dementia; Cognition; Cognitive decline; Mortality rate","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":[0.000974036,0.0002366551,0.0002168474,0.001024417,0.0002616073,0.0006488697,0.0003266531,0.0002908846,0.001389173],"category_scores_gemma":[0.002790351,0.0001047379,0.0002519498,0.0004418475,0.0002312505,0.0003812465,0.0004673336,0.0003753522,0.000251342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968596,"about_ca_system_score_gemma":0.000212113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673621,"about_ca_topic_score_gemma":0.00640589,"domain_scores_codex":[0.9996529,0.0001171003,0.00003206021,0.00007409006,0.00007092697,0.00005296286],"domain_scores_gemma":[0.9977143,0.0004242424,0.0009784366,0.0001413291,0.0004240713,0.000317557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014788,0.00001130142,0.9969898,0.000007590475,0.0000284032,0.00002446063,0.00003656722,0.00007271115,0.000216035,0.00002967223,0.0001386339,0.002296832],"study_design_scores_gemma":[0.000003789841,0.00005375087,0.9992005,0.000004670212,0.000008988104,0.0001332496,0.00004963828,0.0002523228,0.0001150991,0.00007116461,0.0001040936,0.000002624543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977893,0.0003597859,0.0001871592,0.00005028556,0.000006202528,0.00001452986,0.0006130927,0.00001125689,0.0009684341],"genre_scores_gemma":[0.9992387,0.00005778876,0.0001241607,0.00001144849,0.000008746466,0.000006985245,0.0003565152,0.000001507076,0.0001941169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004673621,"threshold_uncertainty_score":0.009292841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027198235724697,"score_gpt":0.4637679873604444,"score_spread":0.3610481637879747,"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."}}