{"id":"W6940817740","doi":"10.11575/prism/49348","title":"Pediatric Emergence Delirium: A Quality Improvement Project at Alberta Children’s Hospital","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dexmedetomidine; Propofol; Quality management; Delirium; Patient safety; Emergence delirium; Intervention (counseling); Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01257067,0.0005053275,0.0004855208,0.001971649,0.002353617,0.002462336,0.00200062,0.0004263844,0.001380106],"category_scores_gemma":[0.01966476,0.0004240992,0.0005433818,0.004760892,0.0008975108,0.0007753451,0.002442357,0.001276386,0.0001952209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03780071,"about_ca_system_score_gemma":0.1407662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7070004,"about_ca_topic_score_gemma":0.7933065,"domain_scores_codex":[0.9878925,0.002383733,0.0006673719,0.0007536425,0.00644148,0.001861332],"domain_scores_gemma":[0.9487737,0.002549191,0.005878725,0.001633493,0.0211553,0.02000965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006757699,0.001685072,0.7781979,0.0004420474,0.0002457956,0.0002978645,0.003183549,0.001546673,0.000810154,0.0005168641,0.03083888,0.1815593],"study_design_scores_gemma":[0.0002019031,0.0009303157,0.9868137,0.0002028372,0.00005336599,0.00007755381,0.002858818,0.001039671,0.0002415086,0.00006432731,0.007484249,0.00003181627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965229,0.001590767,0.001625266,0.01147529,0.0002916126,0.003201377,0.005995426,0.000337726,0.01025366],"genre_scores_gemma":[0.952317,0.003476191,0.02596679,0.003108507,0.0001995029,0.002490602,0.008754612,0.00009678709,0.003589995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2929996,"threshold_uncertainty_score":0.5894503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884153075396826,"score_gpt":0.342876288508048,"score_spread":0.3140347577540797,"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."}}