{"id":"W4395665404","doi":"10.1093/milmed/usae161","title":"The Role of Mental Health Conditions in Early Detection and Treatment of Veterans With Alzheimer’s Dementia","year":2024,"lang":"en","type":"article","venue":"Military Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Eisai Incorporated; National Institute on Aging; National Institutes of Health","keywords":"Dementia; Alzheimer's disease; Mental health; Psychiatry; Disease; Medicine; Gerontology; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000245958,0.00009029355,0.0002121537,0.0001518044,0.00006332969,0.000001781845,0.0000249542,0.00001798761,0.0000548951],"category_scores_gemma":[0.000007607091,0.00004889469,0.00002908936,0.0001986015,0.0002979323,0.00004393154,0.000008732243,0.0000637194,0.000001378528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067924,"about_ca_system_score_gemma":0.00007755028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942977,"about_ca_topic_score_gemma":0.001524352,"domain_scores_codex":[0.9991087,0.00006750887,0.0002537446,0.0001512025,0.0002537148,0.0001651052],"domain_scores_gemma":[0.9996601,0.000089044,0.00002190653,0.0001076464,0.00004151529,0.00007973348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002119552,0.0007899646,0.2937681,0.000288316,0.003084109,0.00007109645,0.01708107,0.000001323599,0.05354282,0.000224821,0.0002246366,0.6288041],"study_design_scores_gemma":[0.005136464,0.02512079,0.9379709,0.001013737,0.000630191,0.00008279805,0.007918041,0.0008362286,0.01431626,0.0001939852,0.006700714,0.00007984941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970528,0.09927654,0.00002346694,0.002415977,0.00004548502,0.0006257563,0.00002062492,0.00001107677,0.0005283221],"genre_scores_gemma":[0.9958224,0.003938431,0.00002976274,0.00003428064,0.0000346559,0.00004881998,0.00003785408,0.000008253714,0.00004551364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6442028,"threshold_uncertainty_score":0.444892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893078643539344,"score_gpt":0.3241947460333073,"score_spread":0.3052639595979139,"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."}}