{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007678921,0.0005553924,0.001788283,0.0006088108,0.00009565881,0.0000916105,0.0001329855,0.0008992302,0.00004851463],"category_scores_gemma":[0.0002831829,0.0004399814,0.0001770841,0.0006796287,0.00006644492,0.0003116991,0.00008384252,0.0006719816,0.000006492879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008638101,"about_ca_system_score_gemma":0.0007051446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003289541,"about_ca_topic_score_gemma":0.0001381566,"domain_scores_codex":[0.9969655,0.0003149165,0.0008532165,0.0006814837,0.0007791333,0.0004057731],"domain_scores_gemma":[0.9973528,0.0003990552,0.001190044,0.0002318753,0.0006459344,0.0001803401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002125042,0.0008151658,0.536254,0.0183649,0.007579826,0.000267814,0.002325993,0.00002228762,0.00004620751,0.0003958839,0.01422928,0.4175735],"study_design_scores_gemma":[0.01815573,0.005275088,0.8301085,0.01102695,0.01607112,0.0002782964,0.0002410341,0.0001582465,0.0002363479,0.0001403443,0.1162249,0.002083431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03248771,0.957352,0.00007993612,0.0002058846,0.0003701924,0.004760704,0.004560786,0.00008179295,0.0001010027],"genre_scores_gemma":[0.008337914,0.9827883,0.0004646816,0.00008342061,0.0009289783,0.0002305637,0.003494942,0.0001367921,0.003534359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4154901,"threshold_uncertainty_score":0.9998052,"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."}}