{"id":"W3127867522","doi":"10.21037/tp-20-232","title":"Outcome of very preterm infants delivered outside tertiary perinatal centers in China: a multi-center cohort study","year":2021,"lang":"en","type":"article","venue":"Translational Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital","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; Shandong University; Xinjiang Medical University; Central South University; Nanjing Medical University; Tongji University; Zhengzhou University; Canadian Institutes of Health Research; Fujian Medical University; Anhui Medical University; Capital Medical University; Wenzhou Medical University; Huazhong University of Science and Technology; China Medical Board","keywords":"Medicine; Retinopathy of prematurity; Bronchopulmonary dysplasia; Intraventricular hemorrhage; Incidence (geometry); Pediatrics; Necrotizing enterocolitis; Periventricular leukomalacia; Cohort; Caesarean section; Obstetrics; Gestational age; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883107,0.0001828414,0.0004103171,0.0003313498,0.00004596837,0.00001122915,0.0001311036,0.0001065678,0.0001413924],"category_scores_gemma":[0.0002924989,0.0001824096,0.0001290599,0.0004772787,0.00005589531,0.0001665085,0.00006123111,0.000459644,0.00001441245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203522,"about_ca_system_score_gemma":0.0004937839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028219,"about_ca_topic_score_gemma":0.0003161992,"domain_scores_codex":[0.9972696,0.0001510356,0.0007832624,0.0004072685,0.001027409,0.0003614771],"domain_scores_gemma":[0.9989718,0.0001851413,0.00008796379,0.0003070571,0.0002327652,0.0002153255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006288443,0.001487506,0.994202,0.0006507594,0.00004124116,0.0005420258,0.0005286928,0.00005171428,0.0001440462,0.000005209949,0.00001046219,0.001707566],"study_design_scores_gemma":[0.008548868,0.0001672593,0.9899008,0.00003533062,0.00005078498,0.00002695017,0.00007249795,0.0008712334,0.0000788117,0.000004312669,0.0001136534,0.0001294935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966748,0.001095718,0.0001874729,0.0002707669,0.0001601416,0.00119841,0.0002027764,0.00002421756,0.0001857165],"genre_scores_gemma":[0.998333,0.0001600369,0.0009276576,0.000202487,0.00009509325,0.00004112494,0.0001155705,0.00002987486,0.00009510485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007920024,"threshold_uncertainty_score":0.7438449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176044112973844,"score_gpt":0.3659618099740856,"score_spread":0.3242013688443471,"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."}}