{"id":"W2075076335","doi":"10.7748/ns2010.02.24.23.42.c7551","title":"Care of older people with dementia in an acute hospital setting","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Feeling; Empathy; Nursing; Acute care; Acute hospital; Cognition; Nursing care; Psychology; Medicine; Older people; Health care; Psychiatry; Gerontology; Disease; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005863988,0.0002292133,0.0004528428,0.0001998331,0.0005967584,0.00002022244,0.0002331111,0.0003677433,0.0002381866],"category_scores_gemma":[0.00007844076,0.0002102339,0.0000475097,0.0003849904,0.0001434127,0.0002916342,0.0000235125,0.001481075,0.000008840024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004635837,"about_ca_system_score_gemma":0.001240597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606715,"about_ca_topic_score_gemma":0.006734327,"domain_scores_codex":[0.9972486,0.0003019335,0.0005881775,0.0004497364,0.0005391489,0.0008723505],"domain_scores_gemma":[0.998107,0.0001318305,0.0003285007,0.0005746551,0.000609251,0.0002488142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002822034,0.0001409685,0.6456037,0.0004482379,0.00003116196,0.00001709631,0.3019118,0.000005890908,0.00140903,0.0004921071,0.002441268,0.04721655],"study_design_scores_gemma":[0.004843339,0.002620158,0.8360823,0.00508715,0.0002104178,0.000008449022,0.1466227,0.00006592491,0.001145759,0.0003240454,0.002371612,0.0006181494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897422,0.0001661936,0.0006524152,0.001969003,0.002061234,0.001068789,0.0001771543,0.0001225458,0.004040528],"genre_scores_gemma":[0.991537,0.000004909452,0.007841404,0.0001800553,0.0002126722,0.00004379763,0.00007134837,0.00007185113,0.00003691028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904785,"threshold_uncertainty_score":0.8573092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009716546932755296,"score_gpt":0.3831968213176123,"score_spread":0.373480274384857,"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."}}