{"id":"W3203110862","doi":"10.21203/rs.3.rs-941860/v1","title":"Administration of antenatal corticosteroids for singleton preterm birth in China, 2017 to 2018","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Beijing Children's Hospital, Capital Medical University; Tongji Medical College, Huazhong University of Science and Technology; Xiangya Hospital, Central South University; Southern Medical University; Tongji University; Zhengzhou University; Canadian Institutes of Health Research; Fujian Medical University; Anhui Medical University; Nanjing Medical University; Central South University; Xinjiang Medical University; Shandong University; Wenzhou Medical University; Huazhong University of Science and Technology; China Medical Board; Shanghai Municipal Health Commission; Capital Medical University","keywords":"Medicine; Bronchopulmonary dysplasia; Gestational age; Obstetrics; Caesarean section; Population; Pediatrics; Odds ratio; Gestation; Premature birth; Pregnancy; 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":[0.0005551353,0.0002488362,0.0004035489,0.0008037247,0.0005568044,0.000399672,0.0004016297,0.0002132703,0.0008475076],"category_scores_gemma":[0.002014307,0.0002197379,0.0004102838,0.001560417,0.0002505193,0.0002935276,0.0004197301,0.0004117056,0.00006598723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162219,"about_ca_system_score_gemma":0.003277244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04762613,"about_ca_topic_score_gemma":0.03819639,"domain_scores_codex":[0.9991828,0.0001161876,0.00017909,0.0001662696,0.0001957163,0.000159922],"domain_scores_gemma":[0.9985023,0.0001386099,0.000859977,0.00005026849,0.0001792335,0.0002696511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007168643,0.00001650945,0.9960682,0.00008754397,0.00004819653,0.0002654328,0.00007758007,0.00002862281,0.0001190828,0.00002822375,0.000217278,0.002971581],"study_design_scores_gemma":[0.000008098837,0.00004370314,0.9988154,0.0000344703,0.00004652148,0.0003547871,0.0001661633,0.0001319042,0.00006293756,0.0000200733,0.0003128953,0.000003046213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996619,0.001967427,0.00004648887,0.0002306621,0.00001626321,0.00001504259,0.0007384614,0.000004137506,0.0003624457],"genre_scores_gemma":[0.9982314,0.0009785157,0.00005039432,0.00008609394,0.00002290879,0.00001398977,0.0005005413,0.000001172788,0.0001149887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04762613,"threshold_uncertainty_score":0.09469783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477514610470454,"score_gpt":0.4884772060396498,"score_spread":0.3407257449926043,"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."}}