{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1266123,0.0008203803,0.001131568,0.003889181,0.001570498,0.003486218,0.00345442,0.001191771,0.001056395],"category_scores_gemma":[0.108784,0.00060982,0.001489867,0.003687623,0.001827018,0.00323079,0.008664669,0.002805007,0.000346233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009410799,"about_ca_system_score_gemma":0.0798022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03092241,"about_ca_topic_score_gemma":0.0301322,"domain_scores_codex":[0.9264996,0.03619092,0.01243901,0.003104665,0.01727767,0.004488111],"domain_scores_gemma":[0.8059743,0.02279291,0.0392082,0.009851567,0.07750239,0.04467063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005003901,0.001778455,0.500276,0.003958663,0.000260205,0.0002702612,0.002856555,0.001798535,0.001113404,0.001340139,0.04228,0.4435675],"study_design_scores_gemma":[0.0003182357,0.002568395,0.9625413,0.003453152,0.0001619806,0.0003360133,0.003235709,0.002363633,0.001122194,0.0004433617,0.02338551,0.0000706543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5810982,0.02809017,0.06512242,0.2318501,0.004681126,0.02875458,0.008813073,0.004259322,0.04733106],"genre_scores_gemma":[0.732524,0.01066315,0.2218713,0.01400086,0.0006630123,0.008964049,0.009386403,0.0001488521,0.001778357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266123,"threshold_uncertainty_score":0.6695977,"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."}}