{"id":"W4389266420","doi":"10.1016/j.eclinm.2023.102356","title":"Treatment of patent ductus arteriosus and short-term outcomes among extremely preterm infants: a multicentre cohort study","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Southwest Medical University; Xiangya Hospital, Central South University; Shanghai General Hospital; Guizhou Medical University; Peking Union Medical College Hospital; Kunming Medical University; Zhengzhou University; Canadian Institutes of Health Research; Anhui Medical University; Beijing Children's Hospital, Capital Medical University; China Medical University; Science and Technology Commission of Shanghai Municipality; Fudan University; Guangzhou Women and Childrens Medical Center; Xinjiang Medical University; Shandong University; BC Children's Hospital; Wenzhou Medical University; Qingdao University; Jilin University; National Center for Child Health and Development","keywords":"Medicine; Necrotizing enterocolitis; Bronchopulmonary dysplasia; Retinopathy of prematurity; Ductus arteriosus; Odds ratio; Pediatrics; Gestational age; Cohort; Cohort study; Confidence interval; Intraventricular hemorrhage; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002105481,0.0005093204,0.0009291442,0.0009036186,0.0007257734,0.0008244464,0.0008938335,0.0007364826,0.0007204535],"category_scores_gemma":[0.004228422,0.0004749577,0.001487474,0.001497278,0.0003353348,0.0007224538,0.0008495811,0.0008726141,0.0001135325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092433,"about_ca_system_score_gemma":0.0007545294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005634236,"about_ca_topic_score_gemma":0.004975764,"domain_scores_codex":[0.9981835,0.0005571328,0.0002822758,0.0004620799,0.0002675698,0.0002473423],"domain_scores_gemma":[0.9963237,0.0005506276,0.001533622,0.0005949356,0.0003331518,0.000664026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004482023,0.00005618267,0.9981129,0.0000206074,0.0002715036,0.0001713711,0.00008376473,0.00002442475,0.0001297639,0.00001470353,0.00006471478,0.0006019143],"study_design_scores_gemma":[0.00004771634,0.0003131399,0.9986559,0.00001475562,0.0001978891,0.0003492555,0.0001472407,0.000133245,0.00002910217,0.00001658373,0.00008612523,0.000008923792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992639,0.0003025387,0.00006585063,0.0000275917,0.000006835152,0.00001731375,0.0002519173,0.000001150386,0.00006293946],"genre_scores_gemma":[0.999194,0.000194061,0.0001037919,0.00003139944,0.00001693112,0.00003053469,0.0003806677,0.000001645541,0.00004707486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005634236,"threshold_uncertainty_score":0.01120293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08041061427511902,"score_gpt":0.353212301566382,"score_spread":0.272801687291263,"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."}}