{"id":"W3044907848","doi":"10.1097/ccm.0000000000004500","title":"Impact of Failure of Noninvasive Ventilation on the Safety of Pediatric Tracheal Intubation*","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Medicine; Intubation; Tracheal intubation; Anesthesia; Laryngospasm; Ventilation (architecture); Nasal cannula; Mechanical ventilation; Airway; Respiratory failure; Intensive care; Cannula; Surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001720178,0.0001001269,0.0003418478,0.0001083594,0.00002368152,0.000001241184,0.00008726923,0.00006652369,0.002004073],"category_scores_gemma":[0.002243571,0.00005995067,0.0001310588,0.0003650574,0.0002437016,0.00004405678,0.00002317674,0.0001567305,0.000002639798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003716801,"about_ca_system_score_gemma":0.00005898558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574332,"about_ca_topic_score_gemma":7.742812e-7,"domain_scores_codex":[0.9988607,0.00004932586,0.0004671173,0.0001276773,0.0003993701,0.00009584631],"domain_scores_gemma":[0.9986415,0.0003628664,0.0001284574,0.0001743977,0.0006092067,0.0000835919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007739295,0.00143252,0.2810535,0.01800892,0.0007464218,0.00001957491,0.04867151,0.0001008517,0.03296411,0.2389146,0.2054489,0.1648998],"study_design_scores_gemma":[0.008345644,0.1718144,0.5885002,0.001963,0.00417351,0.000004983813,0.03132997,0.002219532,0.1855423,0.002836252,0.002637562,0.0006326155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216857,0.0006739108,0.01178884,0.03282654,0.00009973461,0.001054666,0.00006416129,0.00007537619,0.03173107],"genre_scores_gemma":[0.9992248,0.0001004854,0.0001313015,0.0001292026,0.000304372,0.000006658488,0.00006724918,0.00001011367,0.00002582398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3074467,"threshold_uncertainty_score":0.9989082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472511043502527,"score_gpt":0.3411369816778902,"score_spread":0.306411871242865,"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."}}