{"id":"W1984585875","doi":"10.1097/jgp.0b013e3181462288","title":"Neuropsychiatric Symptom Clusters and Functional Disability in Cognitively-Impaired-Not-Demented Individuals","year":2007,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of British Columbia; University of Ottawa; Trent University; University of Calgary; McGill University; University of Toronto; Dalhousie University","funders":"","keywords":"Apathy; Irritability; Disinhibition; Mood; Psychology; Dementia; Clinical psychology; Anxiety; Population; Cohort; Depression (economics); Mood disorders; Cluster (spacecraft); Cognition; Psychiatry; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054709,0.0004168476,0.0004879308,0.001497146,0.0008307778,0.0008737476,0.000357181,0.0005477319,0.001615433],"category_scores_gemma":[0.002214777,0.0002695527,0.0004190561,0.0008686458,0.0005067168,0.0008197899,0.0008206586,0.0005087735,0.0001791036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247666,"about_ca_system_score_gemma":0.0004116454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398806,"about_ca_topic_score_gemma":0.01553805,"domain_scores_codex":[0.9998221,0.00003842017,0.00002633345,0.00002907226,0.00002583219,0.00005825422],"domain_scores_gemma":[0.9990037,0.0001336846,0.0003704796,0.00002714251,0.00007310134,0.0003918989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009640987,0.0001082986,0.9969901,0.000009868685,0.00005530271,0.0003315386,0.0003286064,0.00005568423,0.0003065137,0.00002613579,0.0000750771,0.0007486897],"study_design_scores_gemma":[0.00001406514,0.0001479379,0.9988103,0.000002569734,0.00001945234,0.0003155993,0.0005305255,0.00006977734,0.00002037399,0.0000374855,0.00002813994,0.00000369758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996997,0.0000430801,0.000003999091,0.00001255666,0.000001968806,0.000002102204,0.00004325524,5.467781e-7,0.0001927139],"genre_scores_gemma":[0.9997738,0.0000246274,0.000009733293,0.00001047599,0.000004218656,0.000002054247,0.00009419533,3.902726e-7,0.00008052967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398806,"threshold_uncertainty_score":0.02781332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00962725829707562,"score_gpt":0.2887533070475917,"score_spread":0.2791260487505161,"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."}}