{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763365,0.000298172,0.001206519,0.0001650937,0.00007353481,0.0000109826,0.00005922249,0.00009504216,0.0001260914],"category_scores_gemma":[0.0001351552,0.0001963855,0.000357467,0.0002637962,0.0002167677,0.00005611468,0.00006408166,0.00009936693,0.00002903756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007620525,"about_ca_system_score_gemma":0.00004387859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000144256,"about_ca_topic_score_gemma":0.00006200885,"domain_scores_codex":[0.9977683,0.00008131957,0.0007987785,0.0005447375,0.0004946823,0.0003121782],"domain_scores_gemma":[0.9984504,0.0002432706,0.000120194,0.0007892191,0.00010205,0.0002948889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325462,0.001643121,0.9791244,0.00005366261,0.003490886,0.004655053,0.0006559645,0.000001060269,0.00004919089,0.00000143543,0.00003892814,0.0100537],"study_design_scores_gemma":[0.01362237,0.003259143,0.9788633,0.000198355,0.002839371,0.0001721256,0.0006641271,0.0001499366,0.00002574868,0.000006250327,0.00005561787,0.0001436417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960961,0.000509782,0.000007105787,0.000264037,0.0003179561,0.002386033,0.00004028072,0.0001237056,0.0002549508],"genre_scores_gemma":[0.9974851,0.001272177,0.00007353028,0.00002848087,0.0001244695,0.0002158173,0.0001846082,0.00003367091,0.0005821572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338982,"threshold_uncertainty_score":0.8008367,"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."}}