{"id":"W3217721634","doi":"10.1002/alz.12494","title":"The contribution of behavioral features to caregiver burden in FTLD spectrum disorders","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institute on Aging","keywords":"Apathy; Caregiver burden; Disinhibition; Dementia; Psychosis; Psychiatry; Psychology; Clinical psychology; Frontotemporal lobar degeneration; Disease; Medicine; Frontotemporal dementia; 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":[0.0009890806,0.0003714185,0.0002976827,0.0008150556,0.0005169619,0.0005752885,0.000242571,0.0002001022,0.001521532],"category_scores_gemma":[0.005452214,0.000173347,0.0003785157,0.000476201,0.0002552645,0.0003198979,0.0007015323,0.0003595347,0.0001021542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023166,"about_ca_system_score_gemma":0.0003344574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005442473,"about_ca_topic_score_gemma":0.009069743,"domain_scores_codex":[0.9996068,0.00013868,0.0000497969,0.00004425793,0.000102053,0.00005846121],"domain_scores_gemma":[0.9978666,0.0004678407,0.001198145,0.00009104203,0.0001621239,0.0002143116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006267082,0.00001410178,0.9975252,0.000007134713,0.00003617419,0.00003895489,0.0001177674,0.00004223142,0.00007797272,0.000008280201,0.00003077665,0.002038847],"study_design_scores_gemma":[0.000001796907,0.00001734745,0.9995682,0.000006871977,0.00001308609,0.0001114,0.0001029878,0.00009726703,0.00002408054,0.00002256917,0.00003305786,0.000001473908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995676,0.000140423,0.00003598061,0.00003378612,0.000001885028,0.000002490165,0.00004992984,0.0000011171,0.0001667919],"genre_scores_gemma":[0.9997728,0.00005374223,0.00005477163,0.000004548267,0.000002622175,0.000002118318,0.00006127724,5.511752e-7,0.00004753793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005442473,"threshold_uncertainty_score":0.01082158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485977189151248,"score_gpt":0.3158053965596768,"score_spread":0.3009456246681643,"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."}}