{"id":"W4321487242","doi":"10.1016/j.jpeds.2023.02.010","title":"Lung ultrasound score is the forgotten, accurate, and physiologically sound method to guide surfactant administration","year":2023,"lang":"en","type":"letter","venue":"The Journal of Pediatrics","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gestational age; Respiratory distress; Neonatology; Lung ultrasound; Pulmonary surfactant; Scopus; Lung; Ultrasound; Pediatrics; MEDLINE; Intensive care medicine; Internal medicine; Surgery; Pregnancy; Radiology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003269948,0.0003706408,0.0007400279,0.0001503351,0.0002988014,0.0001291969,0.0007729819,0.000592066,0.00008243442],"category_scores_gemma":[0.003803085,0.0001798696,0.0003164464,0.0007472384,0.0001827998,0.00009583725,0.0001296816,0.003134922,0.0000625066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131892,"about_ca_system_score_gemma":0.0005178093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002265475,"about_ca_topic_score_gemma":0.000006680465,"domain_scores_codex":[0.996473,0.0004007534,0.001442466,0.0003166191,0.0009526812,0.0004145442],"domain_scores_gemma":[0.9793847,0.01764016,0.001287065,0.0007037103,0.0008009574,0.0001834093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001374889,0.00004472308,0.00156134,0.000174272,0.00008951563,0.00004818695,0.0002768193,0.00002040777,0.0008527227,0.00001949361,0.9965441,0.0002309366],"study_design_scores_gemma":[0.001601754,0.003350194,0.06621198,0.0002254855,0.008098002,0.003926437,0.0007737214,0.00005727313,0.0002531952,0.02157004,0.8929924,0.0009394831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1027646,0.0007283301,0.01471538,0.8793963,0.0005783902,0.001248708,0.0002519742,0.00005239439,0.0002638508],"genre_scores_gemma":[0.02063838,0.008760422,0.02055978,0.9188671,0.02650275,0.00004358639,0.0001714917,0.0001782412,0.004278237],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1035517,"threshold_uncertainty_score":0.9991649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0737043621830181,"score_gpt":0.397116812524923,"score_spread":0.3234124503419049,"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."}}