{"id":"W4379376253","doi":"10.1001/jamapediatrics.2023.1478","title":"Association of Extubation Failure Rates With High-Flow Nasal Cannula, Continuous Positive Airway Pressure, and Bilevel Positive Airway Pressure vs Conventional Oxygen Therapy in Infants and Young Children","year":2023,"lang":"en","type":"review","venue":"JAMA Pediatrics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institute of Child Health and Human Development; School of Medicine, Indiana University; National Institutes of Health","keywords":"Medicine; Nasal cannula; Continuous positive airway pressure; Anesthesia; Mean airway pressure; Randomized controlled trial; Odds ratio; Pediatric intensive care unit; Relative risk; Positive airway pressure; Respiratory failure; Mechanical ventilation; Crossover study; Intensive care medicine; Surgery; Internal medicine; Confidence interval; Cannula; Placebo; Obstructive sleep apnea","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":[0.01185875,0.0008946101,0.006704787,0.002490576,0.0002184167,0.00200609,0.001136636,0.001403191,0.002610102],"category_scores_gemma":[0.04565175,0.0004843211,0.01253788,0.00349419,0.0005576942,0.001128382,0.000659691,0.001497549,0.0001391968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183707,"about_ca_system_score_gemma":0.00184046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005422012,"about_ca_topic_score_gemma":0.00858944,"domain_scores_codex":[0.9915829,0.003946149,0.002382683,0.0008150181,0.001061449,0.0002117768],"domain_scores_gemma":[0.9601963,0.0314935,0.006728013,0.0003825541,0.0009328172,0.0002669461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01949174,0.0001417402,0.03192344,0.5487887,0.3608314,0.0002277086,0.0002682274,0.0008820344,0.0003389359,0.0004454407,0.001294094,0.03536647],"study_design_scores_gemma":[0.008254662,0.003430141,0.07261722,0.09577896,0.8130718,0.0003753515,0.0003243264,0.0008032203,0.0003902535,0.0008207085,0.004050162,0.00008324594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04019669,0.9561663,0.0003665639,0.0004404673,0.0002028637,0.0004799576,0.001369658,0.0000170349,0.000760407],"genre_scores_gemma":[0.5961308,0.3973697,0.002253801,0.0009168477,0.0003191176,0.001380541,0.001077267,0.00002188817,0.000529994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01185875,"threshold_uncertainty_score":0.06271577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176709305831529,"score_gpt":0.2657774805840782,"score_spread":0.2540103875257629,"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."}}