{"id":"W4407908132","doi":"10.1111/nicc.13303","title":"National screening for delirium in paediatric intensive care units: A quality improvement initiative","year":2025,"lang":"en","type":"article","venue":"Nursing in Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Delirium; Medicine; Audit; Intensive care; MEDLINE; Medical emergency; Emergency medicine; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002303378,0.0002206992,0.0004102381,0.0007358378,0.00009521621,0.00002575954,0.00008764754,0.0002000035,0.00001230484],"category_scores_gemma":[0.1075113,0.0002409302,0.00011675,0.001014216,0.000295453,0.00009823871,0.00004085232,0.0005460427,0.000001964893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448819,"about_ca_system_score_gemma":0.0008342302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007763706,"about_ca_topic_score_gemma":0.0001718414,"domain_scores_codex":[0.9980553,0.0001435911,0.0004948618,0.000458983,0.000379695,0.0004675989],"domain_scores_gemma":[0.9056839,0.001380014,0.00003821988,0.0001288255,0.0926858,0.00008322699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01322718,0.001489115,0.1215091,0.01435328,0.0004050384,0.0005691702,0.2801614,0.000330803,0.005126897,0.112601,0.04198962,0.4082375],"study_design_scores_gemma":[0.005085278,0.0005619708,0.0266236,0.002887724,0.0001274484,0.000003860417,0.9587578,0.0003931264,0.002043086,0.003056566,0.000176452,0.0002830609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485939,0.01280409,0.03132939,0.1236474,0.003887333,0.008077242,0.002157782,0.0003047665,0.06919812],"genre_scores_gemma":[0.9318253,0.000004571441,0.000998014,0.0663821,0.0000982943,0.0001835461,0.0004696353,0.00002350063,0.00001497936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6785964,"threshold_uncertainty_score":0.9824848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09499319016979617,"score_gpt":0.443483866644073,"score_spread":0.3484906764742768,"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."}}