{"id":"W2588128806","doi":"10.1097/pcc.0000000000001074","title":"Relationship Between Adverse Tracheal Intubation Associated Events and PICU Outcomes*","year":2017,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Tracheal intubation; Intubation; Interquartile range; Mechanical ventilation; Anesthesia; Adverse effect; Univariate analysis; Airway; Surgery; Internal medicine; Multivariate analysis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005105645,0.0001805092,0.000409052,0.0002272135,0.0004123837,0.00001799911,0.0001328624,0.0002029912,0.0004091528],"category_scores_gemma":[0.01543554,0.0001471005,0.00007036811,0.0001228158,0.00020065,0.0002536726,0.00008694594,0.0003804624,0.00002300892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252633,"about_ca_system_score_gemma":0.00003482786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007423605,"about_ca_topic_score_gemma":0.00000953953,"domain_scores_codex":[0.9984392,0.000065133,0.0004394122,0.0002980715,0.000508472,0.0002496952],"domain_scores_gemma":[0.9982176,0.0006779407,0.0001476505,0.0003908958,0.0003164027,0.0002495062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001578407,0.00003419935,0.9879353,0.0002244904,0.00001110573,0.000002970519,0.0003630655,2.289477e-8,8.646704e-7,0.001431399,0.0028851,0.007095687],"study_design_scores_gemma":[0.001547182,0.001455731,0.9931198,0.00004439255,0.0007906237,6.652828e-7,0.0005745178,0.00002483419,0.000006944094,0.001826869,0.0004720722,0.0001363068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955377,0.00035007,0.001646811,0.01971551,0.0003102562,0.0005411766,0.00001933442,0.000236473,0.02180333],"genre_scores_gemma":[0.9969168,0.0001008794,0.0001600552,0.0001566686,0.0009401323,0.00002712153,0.0001970126,0.00002161444,0.001479657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04153982,"threshold_uncertainty_score":0.9928579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885430590595842,"score_gpt":0.3974624485652321,"score_spread":0.3286081426592737,"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."}}