{"id":"W3007181014","doi":"10.4187/respcare.07257","title":"Work of Breathing in Premature Neonates: Noninvasive Neurally-Adjusted Ventilatory Assist versus Noninvasive Ventilation","year":2020,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Children’s Hospital of Wisconsin Research Institute","keywords":"Medicine; Noninvasive ventilation; Ventilation (architecture); Work of breathing; Anesthesia; Breathing; Intensive care medicine; Mechanical ventilation","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":[0.001541842,0.0002550677,0.0005155184,0.0001885652,0.000126665,0.0003565404,0.0003104779,0.0003852498,0.0006266094],"category_scores_gemma":[0.005431895,0.00008504153,0.0002257116,0.0001450042,0.0004096985,0.0003031101,0.0003575255,0.0003429478,0.00007179719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759669,"about_ca_system_score_gemma":0.0004909486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003791711,"about_ca_topic_score_gemma":0.0004605519,"domain_scores_codex":[0.999135,0.0003695299,0.00008019244,0.00013182,0.0002308484,0.00005271531],"domain_scores_gemma":[0.9978588,0.001012999,0.0006192634,0.00008861598,0.0001628417,0.0002573848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08121914,0.002080734,0.5965109,0.002088326,0.0005200104,0.001201797,0.001257581,0.001464397,0.152048,0.0003694106,0.0003813581,0.1608584],"study_design_scores_gemma":[0.0003148458,0.04178726,0.9359422,0.0001370096,0.0002171955,0.001130353,0.0004778143,0.001396817,0.01778587,0.0001719999,0.0006118838,0.0000266715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991611,0.0004049804,0.0001899877,0.00002036484,0.00001000976,0.0000195658,0.00003955937,0.000002150175,0.0001523965],"genre_scores_gemma":[0.9990644,0.0002123761,0.0005193841,0.00002774052,0.00001109346,0.00006727016,0.0000393889,0.000001436288,0.00005687553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541842,"threshold_uncertainty_score":0.008154094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06591163333717612,"score_gpt":0.2853378563696977,"score_spread":0.2194262230325216,"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."}}