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Record W4389074188 · doi:10.1016/j.puhe.2023.10.033

Regional variations in retinopathy of prematurity incidence for preterm infants <32 weeks’ gestation in China

2023· article· en· W4389074188 on OpenAlexaff
Juan Du, Yan Wang, Zhenyu Yang, Dong Wu, Qiang Zhang, Yu Liu, Xiaofan Zhu, Shaojun Jiang, Yun Cao, Chang Chen, Lizhong Du, Wenhao Zhou, Seungwoo Lee, Hongwei Xia, Mingyan Hei, Han Zhang, Xiaojun Tian, Jia Shi, Z. Li, Changyi Yang, Lei Liu, Jianhua Fu, Yong Ji, D. Chen, Rong Chen, Xiaoxia Peng, R. Shan, Shuping Han, Hui Wu, Lili Wang, Qiang Wei, Min Li, Yun Dai, Hong Jiang, Weiming Kang, Xiaohua Gong, Xiaoyun Zhong, Bo Sun, Li Li, Jianjun Liu, Jiahua Pan, Xuefeng Li, Falin Xu, Yi Qiu, Li Ma, Ling Yang, Xiaohua He, Yingchun Li, Donggang Zhuang, Wei Dong, Jianhua Sun, Kun Liang, Hao Wang, Jing Feng, L. Chen, Xi Lin, C.-Y. Jiang, C. Niebl, Li Zeng, Hong Zhu, Hanning Mi, Zhinan Yin, Hongxia Song, Dongying Li, Yan Gao, Lei Dai, Li Zhang, Guifeng Ding, Junshuai Wang, Zhaohan Wang, Z. Tang, Xiaoqian Ma, Xiang Zhang, Feifei Wu, Ye Chen, Yanan Wu, Jenny P.‐Y. Ting

Bibliographic record

VenuePublic Health · 2023
Typearticle
Languageen
FieldMedicine
TopicRetinopathy of Prematurity Studies
Canadian institutionsMount Sinai HospitalMcMaster UniversityImpact
FundersNational Key Research and Development Program of China
KeywordsRetinopathy of prematurityMedicineIncidence (geometry)Interquartile rangeBirth weightGestational agePediatricsChinaIntensive careRetrospective cohort studyLow birth weightGestationPregnancyInternal medicineGeographyIntensive care medicine

Abstract

fetched live from OpenAlex

OBJECTIVES: National-level data on the incidence of retinopathy of prematurity (ROP) in different regions of China is insufficient. This study aimed to compare ROP incidences and care practices in different regions of China and their relationship with regional gross domestic product (GDP) per capita. STUDY DESIGN: Retrospective cohort study. METHODS: All infants born at <32 weeks gestational age (GA) and admitted to 70 neonatal intensive care units (NICUs) from January 1, 2019, to December 31, 2020, were enrolled. Hospitals were categorised into three regional groups according to geographical locations and GDP per capita from high to low: Eastern, Central, and Western China. The incidence of death or ROP, and care practices were compared among the groups. RESULTS: A total of 18,579 infants were enrolled. Median GA was 29.9 (interquartile range 28.4-31.0) weeks and birth weight was 1318.1 (317.2) g. The percentage of GA <28 weeks, complete administration of antenatal steroids, and weight gain velocity during NICU stay were highest in Eastern China and lowest in Western China (all P < 0.01). In Eastern, Central, and Western China, the rates of death or any stage of ROP were 33.3%, 38.5%, and 39.2%, respectively (P < 0.01). CONCLUSIONS: There were considerable regional disparities in ROP incidence in preterm infants with GA <32 weeks in China. The incidence of death or ROP ranged from high to low in Western, Central, and Eastern China.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.089
Threshold uncertainty score0.611

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.061
GPT teacher head0.351
Teacher spread0.290 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2023
Admission routes1
Has abstractyes

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