{"id":"W4285541367","doi":"10.21037/tp-22-1","title":"Impact of maternal age on neonatal outcomes among very preterm infants admitted to Chinese neonatal intensive care units: a multi-center cohort study","year":2022,"lang":"en","type":"article","venue":"Translational Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Science and Technology Commission of Shanghai Municipality; Fudan University; University of Alberta","keywords":"Medicine; Necrotizing enterocolitis; Retinopathy of prematurity; Pediatrics; Bronchopulmonary dysplasia; Intraventricular hemorrhage; Odds ratio; Gestational age; Antenatal steroid; Retrospective cohort study; Intensive care; Periventricular leukomalacia; Neonatal sepsis; Obstetrics; Sepsis; Pregnancy; Intensive care medicine; Surgery; Internal medicine","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":[0.001396739,0.0004428677,0.0004910678,0.0009927498,0.0007147909,0.0005846491,0.0006688987,0.0003728294,0.0007183795],"category_scores_gemma":[0.002316746,0.0003534194,0.0008404492,0.001344915,0.0002955516,0.0004188089,0.0007446347,0.0004498574,0.00007540516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009798845,"about_ca_system_score_gemma":0.001159554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836735,"about_ca_topic_score_gemma":0.03040238,"domain_scores_codex":[0.9990773,0.0001825709,0.0001255488,0.00024326,0.000176928,0.0001943509],"domain_scores_gemma":[0.998175,0.0002191768,0.0007133732,0.0002404304,0.0002153134,0.0004367314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004440923,0.00001143206,0.9994128,0.000004626329,0.00006169622,0.00006691029,0.0000587804,0.00001456537,0.00006813329,0.00000854505,0.00002685745,0.0002213953],"study_design_scores_gemma":[0.000003684723,0.00004243783,0.9995397,0.000004012604,0.0000371253,0.00008647407,0.0001007827,0.0001179828,0.00002104097,0.000006836765,0.00003725106,0.000002652802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995098,0.0001089577,0.00003327217,0.00002268696,0.000002989131,0.0000104798,0.0002165492,9.814147e-7,0.00009429672],"genre_scores_gemma":[0.9995039,0.00008603164,0.00005108822,0.00002065647,0.000004798789,0.00001534684,0.0002680331,9.180388e-7,0.00004936618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02836735,"threshold_uncertainty_score":0.05640447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983900412216745,"score_gpt":0.3828650145991863,"score_spread":0.3430260104770189,"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."}}