{"id":"W3185821727","doi":"10.1002/ppul.25576","title":"Trends in patent ductus arteriosus ligation in neonates and changes in outcomes: A 10‐year multicenter experience","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Mount Sinai Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Ductus arteriosus; Ligation; Incidence (geometry); Bronchopulmonary dysplasia; Pediatrics; Birth weight; Surgery; Gestational age; Retrospective cohort study; Anesthesia; Pregnancy","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":[0.00006295851,0.0001059546,0.0002937244,0.0005621057,0.00001315237,0.000008402308,0.00002619189,0.00009111787,0.0001543298],"category_scores_gemma":[0.00006453057,0.00009697769,0.00005288254,0.0004735296,0.00002425021,0.0000478181,0.00004225033,0.0001020693,0.00001247371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000089234,"about_ca_system_score_gemma":0.00002546709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002297365,"about_ca_topic_score_gemma":0.001603068,"domain_scores_codex":[0.9991704,0.0000551231,0.0001963414,0.0002848932,0.00007777567,0.000215438],"domain_scores_gemma":[0.999694,0.00003658199,0.00003291803,0.0001672351,0.00002482471,0.00004438423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003684906,0.0002021473,0.9867929,0.00001547302,0.00001874302,0.002848967,0.0009013363,0.000002769173,0.00009707294,0.000007982747,0.000007124283,0.00906865],"study_design_scores_gemma":[0.00337876,0.00006718357,0.9953214,0.00001155728,0.00004034189,0.0001895581,0.0005888829,0.00008553323,0.0001089309,0.00003614068,0.00009466895,0.00007703224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965511,0.002009182,0.000003220769,0.001045654,0.0001080267,0.0001197398,0.000005925775,0.00001160227,0.0001455292],"genre_scores_gemma":[0.9981228,0.00125349,0.0001375141,0.00008268922,0.00004589845,0.0001143908,0.00006742648,0.000007945208,0.000167918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008991618,"threshold_uncertainty_score":0.3954635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350616137849856,"score_gpt":0.2740061090228857,"score_spread":0.2504999476443872,"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."}}