{"id":"W2768924069","doi":"10.1097/pcc.0000000000001384","title":"Frequency of Desaturation and Association With Hemodynamic Adverse Events During Tracheal Intubations in PICUs","year":2017,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Tracheal intubation; Intubation; Anesthesia; Hemodynamics; Adverse effect; Laryngoscopy; Intensive care; Airway management; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007196097,0.0001933724,0.0002610131,0.0009612993,0.0002373833,0.0004015949,0.0002619257,0.0003047745,0.0008930448],"category_scores_gemma":[0.004370622,0.0001795538,0.0003012596,0.001008632,0.0002077713,0.0003463477,0.0004899935,0.0004236234,0.00008571638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394822,"about_ca_system_score_gemma":0.000392153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761211,"about_ca_topic_score_gemma":0.003262887,"domain_scores_codex":[0.9991148,0.0001675038,0.0001824893,0.0001475651,0.0002486541,0.0001389995],"domain_scores_gemma":[0.9958831,0.0004009175,0.003009841,0.00009340201,0.000310328,0.0003024491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002977767,0.00000555824,0.9995027,0.000007153958,0.00001232986,0.00002906256,0.00002314609,0.00001103,0.00006058093,0.000003146428,0.00001315571,0.0003024148],"study_design_scores_gemma":[0.000001161823,0.0000353866,0.9996908,0.000003652022,0.000005293974,0.0001276932,0.00003623161,0.00004694768,0.00002712722,0.000002197255,0.00002263317,9.096731e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992353,0.0002174262,0.00004531544,0.00001808293,0.000003080392,0.0000105942,0.0002702232,0.000002021311,0.0001979909],"genre_scores_gemma":[0.9994646,0.0001045967,0.00006610304,0.000008672254,0.000007634502,0.00001160626,0.0003091707,7.851195e-7,0.00002676944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002761211,"threshold_uncertainty_score":0.005490243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142980029707068,"score_gpt":0.3079792330125228,"score_spread":0.2965494327154521,"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."}}