ArticleAmerican journal of public health2026
Nutritional Characteristics of Foods With Addictive Potential: A Machine-Learning Approach.
Abstract read
In one paragraph
Article in American journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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
2 citing papers in PubMed.
- State of the Science on Ultra-processed Foods and the Ultra-processed Food Addiction Construct.Current obesity reports · 2026Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Ashley N GearhardtAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0003-3843-5731
Zach HutelinAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0002-6179-5332
Emmanuel NarteyAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
Monica L AhrensAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
Mary Elizabeth BaughAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0002-3469-7040
Tera L FazzinoAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.
Erica M LaFataAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0002-8505-6366
Kendrin R SonnevilleAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0002-0359-3919
Alexandra G DiFeliceantonioAshley N. Gearhardt is with the Department of Psychology, University of Michigan, Ann Arbor. Zach Hutelin, Mary Elizabeth Baugh, and Alexandra G. DiFeliceantonio are with the Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke. Emmanuel Nartey and Monica L. Ahrens are with the Center for Biostatistics and Health Data Science, Department of Statistics, Virginia Tech, Blacksburg. Tera L. Fazzino is with the Department of Psychology, University of Kansas, Lawrence. Erica M. LaFata is with the Oregon Research Institute, Eugene. Kendrin R. Sonneville is with the Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor.ORCID 0000-0002-7155-6060
Funding
Neurobehavioral pathways of polygenic and polyenvironmental effects on the onset and maintenance of substance involvementR01DA054750 · NIDA · WASHINGTON UNIVERSITY · PI AGRAWAL, ARPANA, BOGDAN, RYAN H · 2021 to 2025
$2.0MNIDA NIH HHS R01 DA054750
Abstract
PubMed holds no abstract for this paper.
Indexed as
Food AddictionMachine LearningNutritive ValueAdultFemaleFood, ProcessedHumansUnited States
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What OpenQuestion holds
Textmetadata
Read underepoch 390
Registered trials
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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.