{"id":"W4385235316","doi":"10.1007/s00431-023-05128-4","title":"The effect of non-invasive high-frequency oscillatory ventilation on the duration of non-invasive respiratory support in late preterm and term infants with transient tachypnea of the newborn: a randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Tachypnea; Randomized controlled trial; Mechanical ventilation; Ventilation (architecture); Gestational age; Respiratory system; High-frequency ventilation; Intermittent mandatory ventilation; Pregnancy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01349537,0.000208824,0.001129472,0.0004450771,0.0001222808,0.00001799385,0.0003061299,0.00005998074,0.000006565854],"category_scores_gemma":[0.007341965,0.00009011343,0.0003301952,0.0007154008,0.0004014627,0.0001042231,0.00005290119,0.0006011007,0.000002282153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007831004,"about_ca_system_score_gemma":0.001084749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000741553,"about_ca_topic_score_gemma":0.00001367308,"domain_scores_codex":[0.9932213,0.003184907,0.001841007,0.0001837862,0.001299037,0.0002699083],"domain_scores_gemma":[0.9904837,0.006304298,0.002172397,0.0003942332,0.0005103051,0.000135064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.957534,0.00008452918,0.01302726,0.0009979164,0.000186119,0.0003193334,0.001654322,0.0002283941,0.0219027,0.00001142855,0.0001029738,0.003951048],"study_design_scores_gemma":[0.8321176,0.01223624,0.1409468,0.0006260121,0.0006951801,0.00001882723,0.00009208456,0.000106842,0.01296689,0.00001647118,0.00005115797,0.0001259098],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939489,0.0005292743,0.00003211487,0.0003392122,0.0003532387,0.004482176,0.00001601491,0.000004624513,0.0002944672],"genre_scores_gemma":[0.9987108,0.0007935665,0.00002737205,0.00007460179,0.0002963773,0.00003071564,0.00000181167,0.00003347261,0.00003134935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279196,"threshold_uncertainty_score":0.8789548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521979061105303,"score_gpt":0.2884027823047661,"score_spread":0.273182991693713,"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."}}