{"id":"W4295309665","doi":"10.1097/aln.0000000000004343","title":"Walk a Tightrope or Burn a Bridge?: Sedation versus General Anesthesia for Intubation of a Pediatric Difficult Airway","year":2022,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Sedation; Anesthesia; Intubation; Airway; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002948106,0.0003962309,0.0008434565,0.0006290925,0.0001231412,0.00001505999,0.0003000035,0.0007332916,0.003150928],"category_scores_gemma":[0.0002421938,0.0003143706,0.0002741746,0.0004562672,0.0000915518,0.00009686415,0.00005941781,0.0006519009,0.00002639481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168659,"about_ca_system_score_gemma":0.0002265917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006651587,"about_ca_topic_score_gemma":0.000004122788,"domain_scores_codex":[0.9976968,0.000216825,0.0007221702,0.0005991748,0.0003653384,0.000399728],"domain_scores_gemma":[0.9980253,0.0003680629,0.0006752313,0.0005210114,0.0003616889,0.00004873301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00212695,0.0001033473,0.0006638312,0.0005193725,0.0001075053,0.00007469791,0.00014392,0.000003876771,0.00004982452,0.0001939431,0.9908389,0.005173821],"study_design_scores_gemma":[0.002052838,0.0240337,0.004018532,0.00002678747,0.0007440339,0.0000424241,0.00002698537,0.0002208916,0.0003102974,0.0001082837,0.9680431,0.0003721577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.689762,0.0005171875,0.001037452,0.2994544,0.0006003054,0.005975842,0.00005011382,0.000726053,0.001876639],"genre_scores_gemma":[0.06816938,0.01539225,0.01027096,0.5693231,0.0370714,0.009363322,0.06034707,0.001066764,0.2289958],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6215926,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686745433290334,"score_gpt":0.3005318540711291,"score_spread":0.2536643997382258,"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."}}