{"id":"W1977124891","doi":"10.1016/j.jagp.2012.10.027","title":"Subscale Validation of the Neuropsychiatric Inventory Questionnaire: Comparison of Alzheimer's Disease Neuroimaging Initiative and National Alzheimer's Coordinating Center Cohorts","year":2013,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging; University of California, Los Angeles; Canadian Institutes of Health Research; Genentech; National Institutes of Health; Servier; Astellas Pharma; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; Medpace; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Alzheimer's Association; Amorfix Life Sciences; Bayer HealthCare; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Synarc","keywords":"Psychology; Clinical psychology; Dementia; Alzheimer's Disease Neuroimaging Initiative; Neuroimaging; Mood; Confirmatory factor analysis; Alzheimer's disease; Psychiatry; Cognition; Disease; Internal medicine; Structural equation modeling; Medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005178886,0.0001852777,0.0005118567,0.0004348183,0.0001123865,0.00002847343,0.0001803077,0.00002720444,0.00005754743],"category_scores_gemma":[0.0002225804,0.0001396695,0.0002373049,0.0008967773,0.0004505144,0.0003007568,0.00008432566,0.0003589242,0.000002406297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003497025,"about_ca_system_score_gemma":0.0006044411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005134666,"about_ca_topic_score_gemma":0.000001147048,"domain_scores_codex":[0.9971821,0.0004306036,0.0009778688,0.0002114282,0.0009607791,0.0002372778],"domain_scores_gemma":[0.9966583,0.00009603456,0.001719716,0.0001739462,0.001095451,0.0002566132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001989297,0.0006785018,0.98909,0.0000599747,0.0003443757,0.00000215072,0.0002029003,0.00001711705,0.0002589144,0.00007753628,0.001544219,0.007525404],"study_design_scores_gemma":[0.001489377,0.0008399182,0.9944236,0.0002205648,0.0007713961,0.00007500811,0.0006122075,0.0004182903,0.000369171,0.000633258,0.00003291905,0.0001143353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912974,0.00322281,0.0001756431,0.003644394,0.0006919772,0.0004865594,0.00001183962,0.00000910172,0.0004603063],"genre_scores_gemma":[0.9984372,0.0001009173,0.0007623842,0.0003818712,0.0002717294,0.00001063195,0.000005913952,0.00002390107,0.000005428885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007411068,"threshold_uncertainty_score":0.5695558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927488822614808,"score_gpt":0.3136726412145981,"score_spread":0.29439775298845,"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."}}