{"id":"W4397015558","doi":"10.1097/wad.0000000000000622","title":"Clinical Characterization of Veterans With Alzheimer Disease by Disease Severity in the United States","year":2024,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging","keywords":"Veterans Affairs; Medicine; Neurocognitive; Disease; Anxiety; Dementia; Psychiatry; Severity of illness; Clinical psychology; Internal medicine; Cognition","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":[0.0005258131,0.0001933138,0.0002046684,0.00101502,0.0003698335,0.0004328699,0.0002146328,0.0003206918,0.0009128064],"category_scores_gemma":[0.002140921,0.000133701,0.00026056,0.0007833007,0.0002296356,0.0003724388,0.0003520022,0.0002992278,0.0001140541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383519,"about_ca_system_score_gemma":0.0004259869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364792,"about_ca_topic_score_gemma":0.01739623,"domain_scores_codex":[0.9996481,0.0000998335,0.0000621277,0.00006757153,0.00004950263,0.00007300173],"domain_scores_gemma":[0.9989373,0.0001482773,0.0004925914,0.00004130534,0.0001519337,0.0002284885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000030492,0.00001518812,0.9991416,0.000003076116,0.00001111966,0.0000156237,0.00003835966,0.0000162622,0.00005262103,0.000007903116,0.00006072653,0.0006069912],"study_design_scores_gemma":[0.00000238513,0.00005347203,0.9994391,0.000004515075,0.000005335251,0.0001303589,0.0001644137,0.00008944723,0.00002573328,0.00001475708,0.00006898887,0.0000015294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992462,0.0001619208,0.0000260007,0.00004892018,0.000003463756,0.000005814629,0.0002865361,0.000001776844,0.0002192495],"genre_scores_gemma":[0.9995216,0.00003879461,0.00002778187,0.0000287681,0.000005653431,0.000003978691,0.0003371156,4.296564e-7,0.00003602449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364792,"threshold_uncertainty_score":0.02713692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292717935865012,"score_gpt":0.333124101383616,"score_spread":0.3101969220249658,"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."}}