{"id":"W2015307480","doi":"10.5539/gjhs.v2n1p81","title":"Nursing Practices to Detect Acute Delirium, Safeguard Patients Experiencing Acute Delirium, and Help Reduce or Eliminate Acute Delirium","year":2010,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Calgary; University of Alberta","funders":"","keywords":"Delirium; Safeguarding; Medicine; Acute care; Delphi method; Nursing; Intensive care medicine; Medical emergency; Safeguard; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003277945,0.0001585511,0.0001228238,0.0006619642,0.001109644,0.0006345825,0.0003810792,0.0003454407,0.00111321],"category_scores_gemma":[0.009917214,0.0001281297,0.0001156855,0.0004560609,0.0005435997,0.0005625463,0.0006919008,0.0002972556,0.0001839743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102738,"about_ca_system_score_gemma":0.007205396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04320166,"about_ca_topic_score_gemma":0.1392973,"domain_scores_codex":[0.9971907,0.001321893,0.0002653414,0.00009135727,0.0008434394,0.0002873343],"domain_scores_gemma":[0.9942632,0.001699912,0.001454373,0.0001659005,0.001621821,0.0007947663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006387982,0.0007335192,0.8048044,0.000671915,0.00003598662,0.0003048187,0.04331592,0.0002726347,0.002281014,0.0002835132,0.002508288,0.1447242],"study_design_scores_gemma":[0.00003227558,0.0007551586,0.9102041,0.0006942094,0.00002694414,0.0006120014,0.07568136,0.0008560059,0.0009918107,0.0001995339,0.009907273,0.00003945908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931214,0.0003791917,0.000493222,0.001023246,0.00001389933,0.0002135147,0.00002683897,0.00001218903,0.004716546],"genre_scores_gemma":[0.9951758,0.000983151,0.002500535,0.0003484327,0.000007030556,0.00009774119,0.00002965077,0.000002072429,0.0008554772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04320166,"threshold_uncertainty_score":0.08590037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590004282662571,"score_gpt":0.3934125640800424,"score_spread":0.3675125212534167,"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."}}