{"id":"W4410515435","doi":"10.1007/s00431-025-06186-6","title":"Association of lung ultrasound score with large patent ductus arteriosus in preterm neonates during the transitional period","year":2025,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ductus arteriosus; Lung ultrasound; Ultrasound; Lung; Pediatrics; Period (music); Obstetrics; Cardiology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003896947,0.0002521134,0.0004581214,0.0009028169,0.0004255437,0.0007739309,0.0005095908,0.00070764,0.001525614],"category_scores_gemma":[0.003365022,0.0002046686,0.0005830147,0.0006922326,0.0003986759,0.0004161006,0.0007244698,0.001254205,0.0001623318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420636,"about_ca_system_score_gemma":0.0006610589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947694,"about_ca_topic_score_gemma":0.001483366,"domain_scores_codex":[0.9995642,0.00008780281,0.00006883687,0.00008506107,0.00006648608,0.0001274941],"domain_scores_gemma":[0.9979489,0.000541987,0.0006461046,0.00005976815,0.0001309442,0.0006722821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195561,0.00003085523,0.9965494,0.00001204516,0.00003224454,0.001380779,0.00007778665,0.00004142142,0.0004606037,0.00004601135,0.00005841261,0.001114765],"study_design_scores_gemma":[0.000003525674,0.0001271125,0.9956761,0.00001655514,0.00003894519,0.003062147,0.0004777422,0.000243419,0.0001700447,0.00007142569,0.0001066655,0.000006353317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990207,0.0004587969,0.00005337889,0.00006047254,0.00001133848,0.000002303035,0.00006251752,0.000002704302,0.000327834],"genre_scores_gemma":[0.999616,0.0001714237,0.00003923495,0.00001314244,0.00001289577,0.000003119344,0.00007139819,0.000001323595,0.00007151539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947694,"threshold_uncertainty_score":0.005103648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129896584665076,"score_gpt":0.2550208743092965,"score_spread":0.2420312158427889,"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."}}