{"id":"W4403421892","doi":"10.1136/archdischild-2024-327445","title":"Intermittent sigh breaths during high-frequency oscillatory ventilation in preterm infants: a randomised crossover study","year":2024,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Mater Foundation","keywords":"Crossover study; Anesthesia; Medicine; Ventilation (architecture); High-frequency ventilation; Mechanical ventilation; Physics; Placebo","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":[0.004090249,0.001797147,0.004665873,0.0007134366,0.0006231474,0.001139644,0.001324323,0.002852805,0.004108001],"category_scores_gemma":[0.004394985,0.001010884,0.001816532,0.0007698752,0.001679213,0.00119522,0.0006463126,0.002132414,0.0007133088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006500899,"about_ca_system_score_gemma":0.001545232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007616465,"about_ca_topic_score_gemma":0.0009871714,"domain_scores_codex":[0.9974552,0.0013522,0.0002655916,0.000411219,0.0002189888,0.00029675],"domain_scores_gemma":[0.996789,0.001063844,0.0006645128,0.0003598802,0.0002242676,0.0008986512],"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":[0.9630232,0.0258562,0.0007133136,0.000520622,0.0005847423,0.00005525995,0.00007275381,0.00009573813,0.002711852,0.00003952604,0.0001193632,0.006207447],"study_design_scores_gemma":[0.7422609,0.2548127,0.001947476,0.00003056784,0.0002572049,0.00002188848,0.0000228881,0.0001147181,0.0002683912,0.00004530837,0.0002067688,0.00001104882],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925452,0.001357941,0.0006839961,0.0001244088,0.000469946,0.004225328,0.0002545589,0.00003671405,0.0003019659],"genre_scores_gemma":[0.9790273,0.002316824,0.003145684,0.0003996261,0.001287924,0.01201283,0.0005136324,0.00001975938,0.001276598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004665873,"threshold_uncertainty_score":0.02163154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010980957747533,"score_gpt":0.3030399209109474,"score_spread":0.2929301113334721,"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."}}