ArticleClinical psychological science : a journal of the Association for Psychological Science2018
Evidence-Based Assessment from Simple Clinical Judgments to Statistical Learning: Evaluating a Range of Options Using Pediatric Bipolar Disorder as a Diagnostic Challenge.
Article in Clinical psychological science : a journal of the Association for Psychological Science, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis 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
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Assessment of suicidal thoughts and behaviors in adults: A systematic review of measure psychometric properties and implications for clinical and research utility.Clinical psychology review · 2024Pooled it
- Assessing Body Image in Multiple Sclerosis: Adaptation and Validation of the Modified Body Image Scale.Brain and behavior · 2026Article
- Data Diversity vs. Model Complexity in the Prediction of Pediatric Bipolar Disorder: Evidence from Academic and Community Clinical Samples.medRxiv : the preprint server for health sciences · 2026Article
- Replicating and extending the reliability, criterion validity, and treatment sensitivity of the shortened PANSS for pediatric trials.European child & adolescent psychiatry · 2025Article
- Replicating and Extending the Reliability, Criterion Validity, and Treatment Sensitivity of the PANSS10 and PANSS20 for Pediatric Trials.JAACAP open · 2025Article
- Psychological, psychiatric, and behavioral sciences measurement scales: best practice guidelines for their development and validation.Frontiers in psychology · 2024Review
- Prediction of Attention-Deficit/Hyperactivity Disorder Diagnosis Using Brief, Low-Cost Clinical Measures: A Competitive Model Evaluation.Clinical psychological science : a journal of the Association for Psychological Science · 2023Article
- Clinicians' Emotional Reactions toward Patients with Depressive Symptoms in Mood Disorders: A Narrative Scoping Review of Empirical Research.International journal of environmental research and public health · 2022Article
- shinyDLRs: A dashboard to facilitate derivation of diagnostic likelihood ratios.Psychological assessment · 2022Article
- Generalizing the Prediction of Bipolar Disorder Onset Across High-Risk Populations.Journal of the American Academy of Child and Adolescent Psychiatry · 2021Article
- The Collateral Impact of COVID-19 Emergency on Neonatal Intensive Care Units and Family-Centered Care: Challenges and Opportunities.Frontiers in psychology · 2021Article
- Predictors of Hospitalization in a Cohort of Children with Elevated Symptoms of Mania.Administration and policy in mental health · 2021Article
- Leveraging Machine Learning to Identify Predictors of Receiving Psychosocial Treatment for Attention Deficit/Hyperactivity Disorder.Administration and policy in mental health · 2020Article
- The Importance of Calibration in Clinical Psychology.Assessment · 2020Article
- A multimethod screening approach for pediatric depression onset: An incremental validity study.Journal of consulting and clinical psychology · 2019Article
- Predictive Utility of Irritability "In Context": Proof-of-Principle for an Early Childhood Mental Health Risk Calculator.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53Article
- Psychometric Properties and Clinical Utility of CBCL and P-GBI Sleep Items in Children and Adolescents.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53Article
- Real-Time Monitoring of Suicide Risk among Adolescents: Potential Barriers, Possible Solutions, and Future Directions.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53Article
- Developing and Validating a Definition of Impulsive/Reactive Aggression in Youth.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Reliability of clinical diagnoses is often low. There are many algorithms that could improve diagnostic accuracy, and statistical learning is becoming popular. Using pediatric bipolar disorder as a clinically challenging example, we evaluated a series of increasingly complex models ranging from simple screening to a supervised LASSO regression in a large (
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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.