{"id":"W2018222925","doi":"10.1186/1472-6955-7-4","title":"Detection of delirium by nurses among long-term care residents with dementia","year":2008,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale; Hôpital du Saint-Sacrement; Université Laval","funders":"","keywords":"Delirium; Dementia; Medicine; Prospective cohort study; Logistic regression; Intensive care medicine; Psychiatry; Emergency medicine; Internal medicine; Disease","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":[0.002034893,0.0003231412,0.0002654851,0.0005877455,0.0003058361,0.0004646369,0.0003199598,0.000537037,0.0007530159],"category_scores_gemma":[0.01386605,0.000299106,0.0002771687,0.0002457553,0.0003891425,0.0005613493,0.0006004136,0.0004294286,0.0002874383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293193,"about_ca_system_score_gemma":0.0003484825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003542184,"about_ca_topic_score_gemma":0.005090744,"domain_scores_codex":[0.9987553,0.0004929895,0.0001920085,0.0001168512,0.0003250212,0.000117745],"domain_scores_gemma":[0.992089,0.002369013,0.003606393,0.0002464598,0.001082866,0.0006061647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004986063,0.00002882854,0.9986266,0.0000111945,0.000006371718,0.00004399485,0.0001413886,0.00001418495,0.00009003229,0.000001488474,0.00002508563,0.0009609042],"study_design_scores_gemma":[0.000005062255,0.0002863657,0.9985328,0.0000270306,0.00001113206,0.0003745308,0.0003921498,0.0001844136,0.0001068135,0.000009579374,0.00006655874,0.000003731195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999552,0.000171643,0.00005639244,0.00002439682,0.00000584466,0.000006095805,0.00002432717,0.000001960264,0.0001574535],"genre_scores_gemma":[0.9996388,0.0001121426,0.0000996796,0.0000208078,0.000006023046,0.000007994443,0.00004946649,5.642897e-7,0.00006441681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003542184,"threshold_uncertainty_score":0.01076162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315084864233412,"score_gpt":0.2764660459939511,"score_spread":0.263315197351617,"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."}}