Development and validation of QDiabetes-2018 risk prediction algorithm to estimate future risk of type 2 diabetes: cohort study.

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

122 citing papers in PubMed, 7 syntheses or guidelines pooled it, 207 citations in OpenAlex.

1. Clinical Practice Guideline on the Pharmacological Management of Antipsychotic-Related Dyslipidemia.Schizophrenia bulletin · 2026
   Guideline
2. External Validation of the MicroSimulation Core Obesity Model (MS-COM) to Predict Cardiovascular Outcomes, Mortality and Type 2 Diabetes Mellitus Incidence and Assess Cost Effectiveness.PharmacoEconomics · 2026
   Pooled it
3. Risk prediction models for targeted testing of HIV, hepatitis B and hepatitis C: a systematic review and meta-analysis.BMC infectious diseases · 2025
   Pooled it
4. Association between pregnancy-related complications and development of type 2 diabetes and hypertension in women: an umbrella review.BMC medicine · 2024
   Pooled it
5. Risk prediction models for incident type 2 diabetes in Chinese people with intermediate hyperglycemia: a systematic literature review and external validation study.Cardiovascular diabetology · 2022
   Pooled it
6. Incidence Rate of Type 2 Diabetes Mellitus after Gestational Diabetes Mellitus: A Systematic Review and Meta-Analysis of 170,139 Women.Journal of diabetes research · 2020
   Pooled it
7. Decision models of prediabetes populations: A systematic review.Diabetes, obesity & metabolism · 2019
   Pooled it
8. A service evaluation of the uptake and effectiveness of a digital delivery of the NHS health check service.BMJ open · 2024
   Trial
9. Randomised controlled trial of breast cancer and multiple disease prevention weight loss programmes vs written advice amongst women attending a breast cancer family history clinic.British journal of cancer · 2023
   Trial
10. Prostate-specific antigen testing and opportunistic prostate cancer screening: a cohort study in England, 1998-2017.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021
    Trial
11. Breast cancer risk status influences uptake, retention and efficacy of a weight loss programme amongst breast cancer screening attendees: two randomised controlled feasibility trials.BMC cancer · 2019
    Trial
12. A clinical prediction model for outcome and therapy delivery in transplant-ineligible patients with myeloma (UK Myeloma Research Alliance Risk Profile): a development and validation study.The Lancet. Haematology · 2019
    Trial
13. Early-life exposures, biological age acceleration, and type 2 diabetes in adulthood: mediation analyses in the UK Biobank.GeroScience · 2026
    Article
14. Improving Short- and Long-Term Type 2 Diabetes Risk Prediction for Middle-Aged British Adults.Diabetes, obesity & metabolism · 2026
    Article
15. Refining the Genetic Contribution to Type 2 Diabetes Subtypes.Diabetes, obesity & metabolism · 2026
    Article
16. Lifestyle and Psychosocial Determinants of Type 2 Diabetes Risk Across Adulthood: The Role of Burnout in a Large Occupational Cohort.Medical sciences (Basel, Switzerland) · 2026
    Article
17. Once-Weekly Subcutaneous Semaglutide 2.4 mg Injection is Cost-Effective for Weight Management in Spain.Advances in therapy · 2026
    Article
18. Inequalities in type 2 diabetes incidence in a multiethnic population: a cohort study investigating the impact of ethnicity, migration and mental health comorbidities.Diabetologia · 2026
    Article
19. Insomnia as an Independent Behavioral Correlate of Estimated Type 2 Diabetes Risk: Evidence from Three Validated Risk Assessment Scales.Rambam Maimonides medical journal · 2026
    Article
20. Validation of the Obesity Lifecycle Model Built to Assess the Cost Effectiveness of Novel Therapies in the Management of Obesity.PharmacoEconomics - open · 2026
    Article

62 more citing papers are in PubMed but not listed here.

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

Authors and funding

2 authors at 1 institution in 1 country.

Funding

No grant is acknowledged in the PubMed record.

Abstract

PubMed holds no abstract for this paper.

Indexed as