ArticlePsychological medicine2016
Letter to the Editor: Suicide as a complex classification problem: machine learning and related techniques can advance suicide prediction - a reply to Roaldset (2016).
Article in Psychological medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 5 of them syntheses that pooled it.
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
26 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Brief Interventions for Self-injurious Thoughts and Behaviors in Young People: A Systematic Review.Clinical child and family psychology review · 2023Pooled it
- Does Body Mass Index Confer Risk for Future Suicidal Thoughts and Behaviors? A Meta-analysis of Longitudinal Studies.Current obesity reports · 2022Pooled it
- A direct comparison of theory-driven and machine learning prediction of suicide: A meta-analysis.PloS one · 2021Pooled it
- Sleep disturbances as risk factors for suicidal thoughts and behaviours: a meta-analysis of longitudinal studies.Scientific reports · 2020Pooled it
- Pooled it
- Pilot microrandomized trial of a brief digital intervention for suicidal thoughts.Journal of consulting and clinical psychology · 2025Trial
- Evaluating Machine Learning for Predicting Youth Suicidal Behavior Up to 1 Year After Contact With Mental-Health Specialty Care.Clinical psychological science : a journal of the Association for Psychological Science · 2025Article
- Predicting suicidality in people living with HIV in Uganda: a machine learning approach.Frontiers in psychiatry · 2025Article
- Developing a suicide risk model for use in the Indian Health Service.Npj mental health research · 2024Article
- Risk factors and their association network for young adults' suicidality: a cross-sectional study.BMC public health · 2024Article
- Can cognition help predict suicide risk in patients with major depressive disorder? A machine learning study.BMC psychiatry · 2022Article
- Just-in-Time Adaptive Interventions for Suicide Prevention: Promise, Challenges, and Future Directions.Psychiatry · 2022Review
- Prediction With Mixed Effects Models: A Monte Carlo Simulation Study.Educational and psychological measurement · 2021Article
- Two Pathways to Self-Harm in Adolescence.Journal of the American Academy of Child and Adolescent Psychiatry · 2021Article
- Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care Providers.JMIR public health and surveillance · 2021Article
- Suicide Models and Treatment Models Are Separate Entities. What Does It Mean for Clinical Suicide Prevention?International journal of environmental research and public health · 2021Article
- Applying Machine Learning Approaches to Suicide Prediction Using Healthcare Data: Overview and Future Directions.Frontiers in psychiatry · 2021Article
- Article
- Accurate Diagnosis of Suicide Ideation/Behavior Using Robust Ensemble Machine Learning: A University Student Population in the Middle East and North Africa (MENA) Region.Diagnostics (Basel, Switzerland) · 2020Article
- Deep neural networks detect suicide risk from textual facebook posts.Scientific reports · 2020Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
27091309What 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.