{"id":"W4320001143","doi":"10.1016/j.nbas.2023.100065","title":"Cognitive resilience and severe Alzheimer’s disease neuropathology","year":2023,"lang":"en","type":"article","venue":"Aging Brain","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Neuropathology; Logistic regression; Medicine; Cognition; Alzheimer's disease; Psychological resilience; Cognitive decline; Cognitive reserve; Psychology; Disease; Clinical psychology; Internal medicine; Gerontology; Psychiatry; Dementia","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":[0.000792501,0.0002915087,0.0003247444,0.0008420023,0.0003953073,0.0005772515,0.0002993953,0.0002300957,0.002197758],"category_scores_gemma":[0.003196233,0.0001146053,0.0005712773,0.0007575983,0.0002553702,0.0003368654,0.0007147133,0.0005324744,0.0001443017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064209,"about_ca_system_score_gemma":0.0002754957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660358,"about_ca_topic_score_gemma":0.006772374,"domain_scores_codex":[0.9997546,0.00006751034,0.00002985238,0.0000564206,0.00002599362,0.00006564576],"domain_scores_gemma":[0.9988685,0.0001715047,0.0005931799,0.00009410267,0.00008871959,0.0001840641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005141678,0.00007722645,0.9887924,0.00007498405,0.0003338914,0.0002134417,0.0001498782,0.0001430969,0.000284183,0.0001906992,0.0005740052,0.008651909],"study_design_scores_gemma":[0.000006078689,0.00007100458,0.9982199,0.00002997968,0.00008808695,0.0002175531,0.0001037531,0.0002118057,0.00007521381,0.0003864595,0.00058384,0.000006428781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962015,0.001232741,0.0001616308,0.0002403032,0.00002142181,0.00001185285,0.001326456,0.000008712616,0.0007953988],"genre_scores_gemma":[0.9989583,0.0002061999,0.0001010398,0.00002686048,0.00001179327,0.000005408444,0.0005555399,0.000001033025,0.0001337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004660358,"threshold_uncertainty_score":0.009266496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308972749787347,"score_gpt":0.3542124013682738,"score_spread":0.3111226738704003,"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."}}