{"id":"W2413088853","doi":"10.1097/pcc.0000000000000390","title":"Noninvasive Ventilation in Pediatric Intensive Care","year":2015,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Randomized controlled trial; Ventilation (architecture); Cohort; Intensive care; Observational study; Intensive care medicine; Respiratory failure; Cohort study; Emergency medicine; Critically ill; Mechanical ventilation; Spontaneous breathing trial; Work of breathing; Noninvasive ventilation; Pediatrics; Intensive care unit; Anesthesia; 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":[0.001119696,0.0003778869,0.0005567457,0.0009470735,0.000387832,0.000684934,0.000491751,0.001038934,0.001685819],"category_scores_gemma":[0.003833445,0.0001144019,0.0002263875,0.0009905754,0.0005377362,0.0007788939,0.0006551585,0.002053847,0.0003527815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009108498,"about_ca_system_score_gemma":0.001507016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300578,"about_ca_topic_score_gemma":0.001496474,"domain_scores_codex":[0.998955,0.0003017969,0.0001840941,0.0001451291,0.0003196344,0.00009431487],"domain_scores_gemma":[0.9985716,0.0004769016,0.0004462637,0.0000495383,0.0001856104,0.0002700131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003177722,0.0003816132,0.369424,0.003589719,0.0001572619,0.02149504,0.0009107931,0.0005237847,0.001204719,0.008161371,0.1016181,0.4922157],"study_design_scores_gemma":[0.000126511,0.001024283,0.6137111,0.01009146,0.0001562483,0.1180101,0.001441826,0.000706279,0.0007617908,0.005043593,0.2488655,0.0000612822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.06858499,0.8594064,0.001807995,0.04121019,0.004890558,0.0001288919,0.0004052981,0.0000572108,0.02350855],"genre_scores_gemma":[0.3253779,0.6353359,0.002480205,0.009190619,0.02497521,0.0002216848,0.0008572397,0.000032456,0.00152879],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.001685819,"threshold_uncertainty_score":0.006608725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380106150364196,"score_gpt":0.336466528557995,"score_spread":0.2926654670543531,"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."}}