{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010988,0.0005246378,0.0005191324,0.001203005,0.001044094,0.0006846733,0.0007987158,0.0004182004,0.0007742668],"category_scores_gemma":[0.001445298,0.0004973884,0.0007568651,0.001766113,0.0003584031,0.0005922574,0.0008649209,0.0005589691,0.00009051357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289065,"about_ca_system_score_gemma":0.001447168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03418576,"about_ca_topic_score_gemma":0.03181176,"domain_scores_codex":[0.9993308,0.000101358,0.00009749921,0.0001908294,0.0001203238,0.0001592904],"domain_scores_gemma":[0.9985707,0.00008752035,0.000499112,0.0001789537,0.0001710386,0.0004926361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002105931,0.00001204227,0.9994325,0.000004791262,0.00004502462,0.00007245033,0.00007726889,0.0000116016,0.00005894913,0.000009865642,0.00003956495,0.0002148388],"study_design_scores_gemma":[0.000004418668,0.00003758028,0.9994505,0.000004963903,0.00002852418,0.0001148939,0.0001753367,0.0001004783,0.00001748311,0.000009915736,0.00005275359,0.000003110528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994169,0.00009581115,0.00003556475,0.00003023513,0.000003468877,0.0000116683,0.0003116565,0.000001264489,0.00009337905],"genre_scores_gemma":[0.9993374,0.00009737347,0.0000462541,0.00002897811,0.000005929192,0.00001642405,0.0004054223,0.000001152739,0.00006110125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03418576,"threshold_uncertainty_score":0.06797355,"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."}}