{"id":"W4310784076","doi":"10.1007/s00431-022-04738-8","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":"article","venue":"European Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Diaphragmatic breathing; Expiration; Prospective cohort study; Anesthesia; Respiratory system; 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":[0.002709789,0.0002278674,0.0005474425,0.001343211,0.0001678918,0.00003306974,0.0003301829,0.00002935961,0.00006006485],"category_scores_gemma":[0.0005686296,0.0002229692,0.0001932014,0.0013085,0.00004463696,0.0002117322,0.0001948567,0.001190647,0.00000426517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681761,"about_ca_system_score_gemma":0.0008080197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007254416,"about_ca_topic_score_gemma":0.00001370538,"domain_scores_codex":[0.994965,0.001153723,0.001297716,0.0003403183,0.001927738,0.0003155119],"domain_scores_gemma":[0.9971865,0.0003723155,0.001044035,0.0003029585,0.0007870133,0.0003071813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005525339,0.001910008,0.9815896,0.0004597849,0.0001240833,0.000806754,0.001385872,0.003841961,0.00223023,0.00001083436,0.0001976337,0.001917945],"study_design_scores_gemma":[0.004477399,0.01028569,0.9830462,0.0002424132,0.0002367795,0.0000461601,0.0009584529,0.0003555652,0.00008831151,0.000005409,0.0001109069,0.0001467665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966053,0.0002784061,0.000244864,0.0001250301,0.0005836338,0.001846543,0.00005690549,0.00001319978,0.0002461054],"genre_scores_gemma":[0.9990657,0.00002473144,0.0002438796,0.0002331463,0.0002806203,0.0000375364,0.00002764471,0.00004903269,0.00003773082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008375682,"threshold_uncertainty_score":0.9092422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06613588387190088,"score_gpt":0.3571939289391363,"score_spread":0.2910580450672354,"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."}}