{"id":"W4220867499","doi":"10.1111/anae.15716","title":"Complications associated with paediatric airway management during the <scp>COVID</scp> ‐19 pandemic: an international, multicentre, observational study","year":2022,"lang":"en","type":"article","venue":"Anaesthesia","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Department of Anesthesiology and Critical Care Medicine, Johns Hopkins Medicine; Children's Hospital of Philadelphia; Anesthesia Patient Safety Foundation","keywords":"Medicine; Incidence (geometry); Asymptomatic; Observational study; Pediatrics; Airway management; Intubation; Airway; Coronavirus disease 2019 (COVID-19); Pandemic; Adverse effect; Anesthesia; Emergency medicine; Internal medicine; Disease","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":[0.0005969158,0.0001601916,0.0001879006,0.0001998926,0.0007747033,0.00004385778,0.0003497645,0.00003237031,0.0000660068],"category_scores_gemma":[0.0002618706,0.0001213959,0.00005860113,0.0006336396,0.00003744572,0.0001405532,0.0001258982,0.0003173485,0.0000152062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008657589,"about_ca_system_score_gemma":0.0002830061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004394152,"about_ca_topic_score_gemma":0.0005227559,"domain_scores_codex":[0.9980444,0.0002270409,0.0003012134,0.0003552896,0.0007634367,0.0003086668],"domain_scores_gemma":[0.9986489,0.0002910832,0.0001936399,0.0004828194,0.0001453399,0.0002381889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003610313,0.001103916,0.9924805,0.00002380815,0.000178755,0.00009552165,0.002506154,0.000705579,0.000008030955,0.0003094907,0.0007109467,0.001841215],"study_design_scores_gemma":[0.002131861,0.0005032009,0.9649853,0.00001165,0.0001461144,0.00002742572,0.004807853,0.0007561142,4.204533e-7,0.00004178074,0.02653456,0.00005377072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940395,0.00009321911,0.00004645368,0.003491578,0.00007544627,0.001428501,0.00003049883,0.0001666171,0.0006281831],"genre_scores_gemma":[0.9911346,0.0001083041,0.0001142339,0.006818971,0.00009542652,0.000337536,0.0002251972,0.00002916889,0.001136499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02749523,"threshold_uncertainty_score":0.595847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305166893241584,"score_gpt":0.375080633905956,"score_spread":0.2445639445817976,"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."}}