ArticleFrontiers in pharmacology2024
Risk prediction model based on machine learning for predicting miscarriage among pregnant patients with immune abnormalities.
Article in Frontiers in pharmacology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Machine learning for predictive risk stratification in recurrent miscarriage: a systematic review.BMC medical informatics and decision making · 2026Pooled it
- Determining risk factors predicting miscarriage among couples undergoing assisted reproductive treatment: a systematic review.BMC pregnancy and childbirth · 2026Pooled it
- First-Trimester CBC-Derived Inflammatory Indices for Prediction of Miscarriage: A Retrospective Cohort Study.Journal of clinical laboratory analysis · 2026Article
- Artificial Intelligence in Recurrent Pregnancy Loss: From Risk Prediction to ART Translation.Journal of clinical medicine · 2026Review
- Factors associated with prior pregnancy loss among multigravid women: a retrospective machine learning analysis from an African population cohort.Frontiers in global women's health · 2026Article
- Development and validation of an interpretable machine learning model for predicting incident gestational hypothyroidism using clinical laboratory markers.Frontiers in medicine · 2026Article
- Machine learning-based prediction of permanent ileostomy in older adults after laparoscopic anterior resection for rectal cancer.Asia-Pacific journal of oncology nursing · 2025Article
- Employing machine learning models to predict pregnancy termination among adolescent and young women aged 15-24 years in East Africa.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.