{"id":"W4376104756","doi":"10.1007/s12028-023-01734-0","title":"Ketamine Use in the Intubation of Critically Ill Children with Neurological Indications: A Multicenter Retrospective Analysis","year":2023,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"Agency for Healthcare Research and Quality; Children's Hospital of Philadelphia","keywords":"Medicine; Intubation; Anesthesia; Ketamine; Adverse effect; Laryngoscopy; Retrospective cohort study; Intensive care; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001282898,0.0001158279,0.0002490632,0.0004447757,0.00004714666,0.00002991069,0.0001361914,0.00006490839,0.0001519771],"category_scores_gemma":[0.002234261,0.00007509327,0.0001020082,0.001736033,0.0001793369,0.0001296349,0.00005306364,0.0002754439,0.00001003274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002243826,"about_ca_system_score_gemma":0.00001415391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002017872,"about_ca_topic_score_gemma":0.00003442378,"domain_scores_codex":[0.9986801,0.0001272795,0.0002789245,0.0002959828,0.0004221025,0.0001956176],"domain_scores_gemma":[0.9986957,0.0002255489,0.00003535415,0.000316047,0.0006759051,0.00005148766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009441189,0.0001708232,0.9908945,0.00003686959,0.00006836084,0.00001326859,0.0003546251,0.000006042198,0.00005161397,0.006296743,0.0006416882,0.00137103],"study_design_scores_gemma":[0.000481948,0.002420428,0.9945121,0.00001887969,0.0004647541,0.000001758564,0.0004048678,0.001163242,0.0001858287,0.0001284198,0.0001462745,0.00007143539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907348,0.00001176262,0.001140074,0.005385134,0.00001227248,0.0006573511,0.00002698593,0.0001442012,0.001887407],"genre_scores_gemma":[0.9972858,0.0000620935,0.0002933119,0.001911564,0.00002987026,0.00008583376,0.000235804,0.00001224636,0.00008351156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006550953,"threshold_uncertainty_score":0.3062215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707748601168367,"score_gpt":0.2896287474957249,"score_spread":0.2725512614840412,"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."}}