{"id":"W4409714450","doi":"10.1016/j.annemergmed.2025.03.016","title":"Upper Respiratory Infections and Respiratory Adverse Events and Interventions in Emergency Department Sedation of Children","year":2025,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sedation; Emergency department; Respiratory system; Upper respiratory infections; Psychological intervention; Adverse effect; Emergency medicine; Intensive care medicine; Medical emergency; Anesthesia; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0012133,0.000319084,0.0006721997,0.0009319067,0.0004229899,0.000833579,0.0003443484,0.0007363384,0.002283386],"category_scores_gemma":[0.007775186,0.0002947086,0.0009497635,0.0008955968,0.00038433,0.0007307181,0.0007308007,0.001881697,0.0001750215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948617,"about_ca_system_score_gemma":0.001810214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481051,"about_ca_topic_score_gemma":0.00787765,"domain_scores_codex":[0.9975285,0.0007443792,0.000401034,0.0001551291,0.0006077859,0.0005632996],"domain_scores_gemma":[0.9944282,0.001439685,0.003089305,0.0000797579,0.0003690533,0.0005941431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351678,0.0001075294,0.9911401,0.0002067078,0.0001511497,0.001288048,0.0002180403,0.00006586147,0.0001109275,0.0000983091,0.000530196,0.005848127],"study_design_scores_gemma":[0.000009351871,0.0001813949,0.9954015,0.0001821792,0.00004666776,0.002605272,0.0008544215,0.00008577034,0.00006125639,0.0000495831,0.0005168885,0.000005674198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820279,0.01210394,0.0002078061,0.0007188987,0.00008347582,0.00006793736,0.0006872989,0.000009531896,0.004093189],"genre_scores_gemma":[0.9948165,0.003848767,0.0003258653,0.0002425006,0.00007823034,0.00003967096,0.0003707806,0.000004482044,0.0002732761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00481051,"threshold_uncertainty_score":0.009564996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067953138858406,"score_gpt":0.4157069706087989,"score_spread":0.3089116567229583,"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."}}