{"id":"W4210671591","doi":"10.1002/alz.057821","title":"Impact of COVID pandemic on neuropsychiatric symptoms and caregiver distress in cognitively impaired older adults","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Distress; Dementia; Irritability; Anxiety; Medicine; Cognition; Caregiver burden; Quality of life (healthcare); Clinical psychology; Psychiatry; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Gerontology; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006797285,0.0002375927,0.0003394783,0.0005462054,0.0005672316,0.0006382336,0.0002325511,0.0003726665,0.001598725],"category_scores_gemma":[0.002984977,0.0001247287,0.0004541421,0.000489912,0.0002085786,0.0004905653,0.0007660865,0.0005151542,0.0001408146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166559,"about_ca_system_score_gemma":0.0003100427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007537964,"about_ca_topic_score_gemma":0.01736742,"domain_scores_codex":[0.9995555,0.000148006,0.00007489858,0.00005944061,0.00007422584,0.00008776605],"domain_scores_gemma":[0.9986726,0.0001800683,0.000586785,0.00004052919,0.0001923887,0.0003276254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335263,0.000070932,0.99606,0.00004588882,0.00005761437,0.00008532109,0.0003059458,0.00002717516,0.00007824682,0.000006037799,0.0001543051,0.002974845],"study_design_scores_gemma":[0.000002164294,0.00008489055,0.9992458,0.00001538096,0.00001251225,0.00006338956,0.0004544298,0.00003088185,0.00001163205,0.00000589164,0.00007068751,0.000002392502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985869,0.0004726103,0.00001200245,0.0000648904,0.000009601881,0.000008809845,0.0002907623,0.000001328763,0.0005532379],"genre_scores_gemma":[0.9995164,0.0001338399,0.00002710188,0.00003877776,0.000009060304,0.000008665147,0.0001677033,3.022908e-7,0.00009817273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007537964,"threshold_uncertainty_score":0.01498818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728198797363373,"score_gpt":0.3134353323609584,"score_spread":0.2961533443873247,"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."}}