{"id":"W4304808255","doi":"10.21203/rs.3.rs-2137504/v1","title":"Ultrasonographic assessment of diaphragmatic function in preterm infants on Non-Invasive Neurally Adjusted Ventilatory Assist (NIV-NAVA) compared to Nasal Intermittent Positive-Pressure Ventilation (NIPPV): A prospective observational study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diaphragmatic breathing; Expiration; Prospective cohort study; Respiratory system; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009304282,0.0002300542,0.0004952014,0.0004311703,0.0002548497,0.0004292715,0.000327411,0.0004584868,0.0006939],"category_scores_gemma":[0.003364746,0.0002594846,0.000425179,0.0004190067,0.0002201038,0.0003733873,0.000372978,0.0005152765,0.0001212299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216147,"about_ca_system_score_gemma":0.0002428915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009911479,"about_ca_topic_score_gemma":0.0009948915,"domain_scores_codex":[0.9992957,0.0002730946,0.0001030246,0.0001255956,0.0001358421,0.00006667989],"domain_scores_gemma":[0.9976293,0.0006255994,0.001047452,0.00009970355,0.0002071835,0.0003906793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003685269,0.0000863052,0.9982588,0.00002453433,0.00005096234,0.000082888,0.00007339619,0.00001033977,0.0002256273,0.000005415037,0.00001921605,0.0007939999],"study_design_scores_gemma":[0.00001482003,0.001068133,0.9979427,0.0000119514,0.00004389049,0.0004555694,0.0002391822,0.00009251897,0.00007268125,0.0000060039,0.00004930285,0.000003204426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996865,0.0001826065,0.00002535933,0.000006982033,0.000002129904,0.000005190077,0.0000401328,4.33415e-7,0.000050657],"genre_scores_gemma":[0.9997146,0.00009827624,0.00004935804,0.000009563183,0.00000477531,0.00000937952,0.00008216558,4.080705e-7,0.00003148821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009911479,"threshold_uncertainty_score":0.004920661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547840450459677,"score_gpt":0.4707748037675843,"score_spread":0.3159907587216166,"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."}}