{"id":"W4408473943","doi":"10.1038/s41372-025-02257-6","title":"Management of the patent ductus arteriosus among infants born at 23 to 32 weeks’ gestation between 2011 to 2022: a report from in the Children’s Hospitals Neonatal Consortium","year":2025,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; Connecticut Children's Medical Center; Cleveland Clinic; Children's of Alabama; Children's Healthcare of Atlanta; Seattle Children's Research Institute; Children's Hospital Colorado; Texas Children's Hospital; Children's Mercy Hospital; Cincinnati Children's Hospital Medical Center; University of California, San Francisco; Children's Hospital of Philadelphia; Saint Christopher's Hospital for Children; Nationwide Children's Hospital","keywords":"Medicine; Ductus arteriosus; Gestation; Pediatrics; Neonatology; Ligation; Gestational age; Retrospective cohort study; Closure (psychology); Surgery; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000945833,0.0002079027,0.0002640913,0.001012985,0.0004117592,0.000614515,0.0003679673,0.0004113606,0.0005576081],"category_scores_gemma":[0.003538663,0.0001553474,0.0003911649,0.001516967,0.0002041915,0.0004731576,0.0006186385,0.0005047344,0.0001008701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007960663,"about_ca_system_score_gemma":0.001662669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0241782,"about_ca_topic_score_gemma":0.02950593,"domain_scores_codex":[0.9987752,0.0001763611,0.0002258765,0.0001494425,0.0004792579,0.0001938653],"domain_scores_gemma":[0.9964012,0.0004477523,0.002217725,0.0000912229,0.0004467029,0.0003954022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001458499,0.00001042175,0.9973725,0.00001351145,0.0000174253,0.0002065721,0.00005602178,0.00002967782,0.00005498016,0.00001287639,0.0003235375,0.001887935],"study_design_scores_gemma":[0.000001710002,0.00002107451,0.9985794,0.00002087606,0.0000102265,0.0007268689,0.0002202583,0.00005272284,0.00005342028,0.000003840135,0.0003069918,0.00000265547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949433,0.001953809,0.00006823968,0.0004003095,0.00002055411,0.00001170836,0.001820863,0.000007063642,0.0007742405],"genre_scores_gemma":[0.9946781,0.002258153,0.000129781,0.0001160352,0.00004696806,0.00002450116,0.002561903,0.000003915675,0.0001807237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0241782,"threshold_uncertainty_score":0.04807496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008892766103385144,"score_gpt":0.2583408621776992,"score_spread":0.2494480960743141,"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."}}