{"id":"W2553275048","doi":"10.1016/j.clp.2016.07.007","title":"Neurally Adjusted Ventilatory Assist for Noninvasive Support in Neonates","year":2016,"lang":"en","type":"review","venue":"Clinics in Perinatology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Intubation; Respiratory distress; Noninvasive ventilation; Ventilation (architecture); Pressure support ventilation; Continuous positive airway pressure; Anesthesia; Airway; Positive pressure ventilation; Intensive care medicine; Mechanical ventilation; Respiratory failure","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008660677,0.0005590273,0.003537812,0.0007501976,0.00003782159,0.00001105234,0.0003938565,0.001451548,0.0004827786],"category_scores_gemma":[0.0006288099,0.0004401605,0.0008385205,0.0002939064,0.0001916479,0.0000628757,0.0001483422,0.0009030103,0.0001865142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477109,"about_ca_system_score_gemma":0.002026917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002130389,"about_ca_topic_score_gemma":0.00005413787,"domain_scores_codex":[0.9961365,0.0001563299,0.001879131,0.0009265224,0.0001782258,0.0007232638],"domain_scores_gemma":[0.9975278,0.0007808355,0.0006267428,0.0007144881,0.0001476233,0.0002024624],"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":[0.0001451773,0.0002154022,0.002584349,0.01402006,0.0001025567,0.002780044,0.00004749033,3.783084e-8,9.876514e-7,0.002719116,0.0005446741,0.9768401],"study_design_scores_gemma":[0.002069218,0.0007581278,0.0001501507,0.006106453,0.0002925835,0.0006732445,0.00003835785,0.000003002375,0.000009536751,0.0005240198,0.9889824,0.0003929241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001396393,0.9922944,0.00002789358,0.0001124696,0.002543306,0.002347953,0.00008427487,0.00005752072,0.001135821],"genre_scores_gemma":[0.0005767155,0.9943709,0.0003123216,0.0005449034,0.0002093345,0.000915435,0.0002552782,0.0001386305,0.002676457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884377,"threshold_uncertainty_score":0.9998448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168870406078505,"score_gpt":0.4341994993749868,"score_spread":0.3173124587671363,"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."}}