{"id":"W7116874315","doi":"10.1002/alz70860_107760","title":"The AGED Phenotype: A vascular phenotype of cognitive impairment across diverse populations","year":2025,"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":"Douglas Mental Health University Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Cognitive impairment; Dementia; Cognition; Ethnic group; Vascular dementia; Phenotype; Intervention (counseling); Cognitive Assessment System; Cognitive decline","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":[0.0008536099,0.000350395,0.000375892,0.001107039,0.0005298634,0.0006899011,0.0003564201,0.0002870327,0.0008393775],"category_scores_gemma":[0.002266576,0.00009793303,0.0002374989,0.001463106,0.000419387,0.0003484179,0.001182411,0.0003368049,0.00008439065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266874,"about_ca_system_score_gemma":0.0004517333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00883644,"about_ca_topic_score_gemma":0.01332124,"domain_scores_codex":[0.9995308,0.000123233,0.00006192581,0.0001611905,0.00008104472,0.00004177267],"domain_scores_gemma":[0.9991042,0.0001073988,0.000412733,0.0001225039,0.000149726,0.0001034248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114788,0.00004214584,0.9899878,0.00003580789,0.0001040263,0.0001669697,0.0006174275,0.00009950174,0.0008293326,0.0001707038,0.000397439,0.007437391],"study_design_scores_gemma":[0.000004655755,0.00004361584,0.9983557,0.00001158684,0.00002743593,0.0003159982,0.0004711088,0.0001668665,0.00008034736,0.0003094063,0.0002097587,0.000003563606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981887,0.0002026227,0.0004860245,0.00006799793,0.000004809314,0.0000170014,0.0005843936,0.000009310285,0.0004391887],"genre_scores_gemma":[0.9989814,0.00007094681,0.0004228712,0.00004287563,0.000007023963,0.00001677368,0.0003889161,0.00000225578,0.0000668411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00883644,"threshold_uncertainty_score":0.01757002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383807553116521,"score_gpt":0.3505230075240732,"score_spread":0.316684931992908,"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."}}