{"id":"W4224438257","doi":"10.21203/rs.3.rs-1564100/v1","title":"Perinatal Characteristics and Neonatal Outcomes of Singletons and Twins in Chinese Very Preterm Birth Infants: A Cohort Study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Shengjing Hospital; Xiangya Hospital, Central South University; China Medical University; University of Science and Technology of China; Shandong University; Xinjiang Medical University; Central South University; Nanjing Medical University; Zhengzhou University; Chongqing Medical University; Canadian Institutes of Health Research; Anhui Medical University; Qingdao University; Jilin University; Soochow University; Wenzhou Medical University","keywords":"Medicine; Bronchopulmonary dysplasia; Odds ratio; Obstetrics; Respiratory distress; Birth weight; Confidence interval; Gestational age; Pediatrics; Population; Low birth weight; Retinopathy of prematurity; 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":[0.0007620331,0.0003690552,0.0005590629,0.0008809638,0.001014848,0.0005227983,0.0005560688,0.0003381388,0.0006978133],"category_scores_gemma":[0.001742012,0.0004016204,0.0008250645,0.00150163,0.000265222,0.0003307327,0.0006311908,0.0004281733,0.00007828888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788077,"about_ca_system_score_gemma":0.001029799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04101785,"about_ca_topic_score_gemma":0.03223312,"domain_scores_codex":[0.9993373,0.0001017041,0.0001112818,0.000190572,0.0001395585,0.0001197061],"domain_scores_gemma":[0.999092,0.00006971406,0.0003005847,0.0001188125,0.0001477926,0.0002710294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004809082,0.00001625371,0.998759,0.00001065476,0.00009005239,0.0001600858,0.0001707505,0.00001567937,0.000158068,0.00002337612,0.00005288629,0.0004950514],"study_design_scores_gemma":[0.000004013629,0.00004323865,0.9991849,0.000006383068,0.00005721109,0.000222304,0.0002439132,0.0001050073,0.0000359031,0.00001873286,0.00007440345,0.000003969775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995047,0.0001011227,0.00003428854,0.00001703388,0.000003858046,0.000008206497,0.0002038629,5.620754e-7,0.0001263874],"genre_scores_gemma":[0.999456,0.00009459715,0.00004746647,0.00001427799,0.000004613484,0.00001231938,0.0002802752,8.3538e-7,0.00008954357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04101785,"threshold_uncertainty_score":0.08155823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904368176313656,"score_gpt":0.3728482295577656,"score_spread":0.343804547794629,"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."}}