{"id":"W2796177034","doi":"10.1017/s104161021800025x","title":"Correlates of nursing care burden among institutionalized patients with dementia","year":2018,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Dementia; Medicine; Comorbidity; Activities of daily living; Cognition; Disease; Gerontology; Physical therapy; Psychiatry; 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":[0.000468743,0.000292475,0.0002666049,0.0007794541,0.0006068234,0.0006571762,0.0002828292,0.0002933918,0.001728811],"category_scores_gemma":[0.003280144,0.0001605674,0.0002625986,0.000784389,0.0002963671,0.0003422283,0.0006694357,0.0006323252,0.0001760075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454269,"about_ca_system_score_gemma":0.0003156436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937546,"about_ca_topic_score_gemma":0.006317324,"domain_scores_codex":[0.9995691,0.0001210381,0.00007306149,0.00004312857,0.0001130892,0.00008061275],"domain_scores_gemma":[0.9975212,0.0003204331,0.001447317,0.00007051049,0.0002477996,0.0003927306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002442029,0.00003017793,0.9990886,0.000003594248,0.00001409042,0.00004204232,0.00004362567,0.00001902638,0.00003107664,0.00000351927,0.0000446759,0.0006551823],"study_design_scores_gemma":[0.000001942155,0.00004829928,0.9994474,0.000003958424,0.000005733267,0.0001479523,0.000194217,0.00009118174,0.00001388017,0.0000100751,0.00003353797,0.00000182135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996268,0.0001020715,0.00001618172,0.00002692861,0.000002629945,0.000002488299,0.00006016794,0.000001139211,0.0001615521],"genre_scores_gemma":[0.999798,0.00003988604,0.00002481636,0.00001121333,0.000005019569,0.000002662537,0.00007575151,3.489998e-7,0.00004231215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003937546,"threshold_uncertainty_score":0.007829249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176168415636731,"score_gpt":0.3283852006041528,"score_spread":0.3166235164477855,"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."}}