{"id":"W2979334776","doi":"10.1111/jgs.16199","title":"The Caregiver Burden of Delirium in Older Adults With Alzheimer Disease and Related Disorders","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institute on Aging; National Institutes of Health","keywords":"Delirium; Medicine; Caregiver burden; Dementia; Interquartile range; Geriatrics; Prospective cohort study; Cognitive impairment; Severity of illness; Gerontology; Physical therapy; Disease; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002816424,0.0001465615,0.0003651494,0.00006405777,0.00006543255,0.00001280398,0.0001851712,0.00003888245,0.00001270613],"category_scores_gemma":[0.0006921861,0.00007599926,0.0003384474,0.0006741251,0.0005627103,0.00007105376,0.00007486136,0.0004511164,0.00000131396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006397504,"about_ca_system_score_gemma":0.000275221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001463197,"about_ca_topic_score_gemma":0.000008521019,"domain_scores_codex":[0.9987398,0.0001017477,0.0003695423,0.0001412412,0.0004347544,0.0002128972],"domain_scores_gemma":[0.995289,0.0002605922,0.0008184207,0.0002510136,0.003275345,0.0001056851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009424401,0.0004385053,0.874913,0.0002866316,0.003775492,0.00006721393,0.05095157,0.0007902961,0.001341796,0.0000738033,0.03065727,0.02727996],"study_design_scores_gemma":[0.006495824,0.0008361171,0.8265886,0.0005897761,0.00144829,0.00008809106,0.1618157,0.0006564304,0.00006609525,0.000128635,0.001036068,0.0002503326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836909,0.004502946,0.00001790918,0.01088798,0.0001940263,0.0004479445,0.000006543223,0.000003979523,0.0002477291],"genre_scores_gemma":[0.9952267,0.002323346,0.0001109056,0.002167159,0.0000479813,0.000002501233,0.000001302439,0.00002512992,0.00009501882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108641,"threshold_uncertainty_score":0.309916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003467344218465276,"score_gpt":0.2255373470570097,"score_spread":0.2220700028385444,"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."}}