{"id":"W4378782002","doi":"10.1097/pcc.0000000000003281","title":"Noninvasive Ventilation for Pediatric Acute Respiratory Distress Syndrome: Experience From the 2016/2017 Pediatric Acute Respiratory Distress Syndrome Incidence and Epidemiology Prospective Cohort Study*","year":2023,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":29,"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; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins Medicine; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Acute respiratory distress; Respiratory distress; Epidemiology; Prospective cohort study; Intensive care medicine; Cohort study; Cohort; Emergency medicine; Pediatrics; Internal medicine; Lung; Surgery","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":[0.001727701,0.0005739702,0.0005418125,0.00120535,0.0005908247,0.001036868,0.0006794041,0.000379198,0.0008852725],"category_scores_gemma":[0.00232072,0.0005641185,0.000690894,0.002076705,0.0002581979,0.0009223691,0.001284908,0.0008574876,0.0003558433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773564,"about_ca_system_score_gemma":0.001580939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701664,"about_ca_topic_score_gemma":0.02097328,"domain_scores_codex":[0.9987809,0.0002837955,0.0001653512,0.0002775171,0.0002574569,0.0002350054],"domain_scores_gemma":[0.9980223,0.0001768924,0.0007056579,0.0002344794,0.0003716103,0.0004891349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004774924,0.00002735734,0.9987538,0.000009384403,0.00002830941,0.0001233776,0.00009789298,0.00001198042,0.00005319117,0.00001180178,0.0002028078,0.0006323907],"study_design_scores_gemma":[0.0000168165,0.0001085355,0.9980836,0.00001416716,0.00003248337,0.0005581848,0.0006171038,0.00009387784,0.00004410035,0.000008819566,0.0004162603,0.000005998875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969364,0.0001944285,0.0001511883,0.00004969893,0.0000143891,0.00005937511,0.002304559,0.000005900388,0.0002840381],"genre_scores_gemma":[0.9929156,0.0006693313,0.0004962521,0.00006766769,0.0000422144,0.0001280304,0.005460845,0.00001206461,0.0002079761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701664,"threshold_uncertainty_score":0.03383523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522347831324546,"score_gpt":0.3730219507260573,"score_spread":0.3277984724128118,"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."}}