{"id":"W3135245060","doi":"10.1097/01.pcc.0000738252.99526.60","title":"O037 / #606: NON-INVASIVE VENTILATION PRACTICE FOR PRIMARY RESPIRATORY MANAGEMENT IN THE PEDIATRIC INTENSIVE CARE UNITS: AN INTERNATIONAL STUDY","year":2021,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Nasal cannula; Continuous positive airway pressure; Respiratory distress; Hypoxemia; Intubation; Positive airway pressure; Anesthesia; Ventilation (architecture); Intensive care; Emergency medicine; Intensive care medicine; Cannula; Surgery; 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":[0.0009554319,0.0002659487,0.0002241589,0.0007389308,0.0003077885,0.0008212391,0.0005700027,0.0004150814,0.001853449],"category_scores_gemma":[0.001836432,0.0002454364,0.0003600997,0.001745849,0.000362579,0.0008200211,0.0006183302,0.0005547104,0.000415317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392527,"about_ca_system_score_gemma":0.0005957238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005095613,"about_ca_topic_score_gemma":0.005140742,"domain_scores_codex":[0.9993085,0.0002161332,0.0001083819,0.0001504964,0.0001049574,0.0001116044],"domain_scores_gemma":[0.9975993,0.0002518173,0.001486963,0.00007989847,0.0002056005,0.0003763033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000225043,0.00002659965,0.9985527,0.00001817993,0.00001146903,0.00003815504,0.0001789704,0.000006941343,0.00003829028,0.00001924598,0.0001076148,0.0009793512],"study_design_scores_gemma":[0.000004030361,0.00007085843,0.9985946,0.00002605168,0.000009661827,0.0002344685,0.0007966908,0.00004513815,0.00001752577,0.000007461725,0.0001918001,0.000001708166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982503,0.0004650571,0.00005577078,0.0001277317,0.000007567995,0.00001027434,0.000367331,0.00000294363,0.0007130924],"genre_scores_gemma":[0.9990396,0.0003255056,0.00009671273,0.00007080643,0.00001828727,0.00001601366,0.0003378795,0.000003066062,0.00009207374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005095613,"threshold_uncertainty_score":0.0101319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522790473376547,"score_gpt":0.3850257442449829,"score_spread":0.3327466969073282,"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."}}