{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007897356,0.0001049413,0.0001299857,0.0002369778,0.00006295189,0.00002360256,0.0001313335,0.00005064371,0.0008416293],"category_scores_gemma":[0.00005718241,0.00008570155,0.0000615981,0.0002536546,0.0002665328,0.00013489,0.00002592884,0.00009167177,0.0000465192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009504672,"about_ca_system_score_gemma":0.00009517626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001983004,"about_ca_topic_score_gemma":0.000003312633,"domain_scores_codex":[0.9986203,0.00001880278,0.0002367334,0.0002202668,0.0007443373,0.0001595284],"domain_scores_gemma":[0.9980879,0.0000222888,0.0001205437,0.000125279,0.001562527,0.00008142796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008524173,0.0003518976,0.9862141,0.00002061372,0.0002759791,0.000004018365,0.0003628299,0.000002497841,0.0001435456,0.0006530154,0.0006830429,0.01043602],"study_design_scores_gemma":[0.004334297,0.0006610507,0.9906529,0.0002283798,0.0001561964,0.00000423865,0.0002402647,0.00007270578,0.0005532276,0.0001729679,0.002828599,0.00009523756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430827,0.0001064982,0.001783906,0.0001493653,0.0006888692,0.0003401788,0.00003596612,0.00002300226,0.05378949],"genre_scores_gemma":[0.9979396,0.00001912295,0.001029682,0.0000461727,0.0003349288,0.00001331729,0.0002481044,0.00001304772,0.0003559512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05485695,"threshold_uncertainty_score":0.921525,"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."}}