ArticleThe American journal of psychiatry2025
From Prediction to Action: Moving Beyond Machine Learning to Implementing Evidence-Based Perinatal Mental Health Care.
Adam K Lewkowitz, Emily S Miller
Abstract readEditorial
In one paragraphArticle in The American journal of psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
0numbers the graph read from it
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0citing papers in PubMed
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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.
2 · The registryThe 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.
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
2 authors.
Adam K LewkowitzDepartment of Obstetrics and Gynecology (Lewkowitz, Miller) and Department of Psychiatry and Human Behavior (Miller), Warren Alpert Medical School at Brown University, Providence, RI; Center for Digital Health (Lewkowitz) and Department of Health Services Policy and Practice (Miller), Brown School of Public Health, Providence, RI.
Emily S MillerDepartment of Obstetrics and Gynecology (Lewkowitz, Miller) and Department of Psychiatry and Human Behavior (Miller), Warren Alpert Medical School at Brown University, Providence, RI; Center for Digital Health (Lewkowitz) and Department of Health Services Policy and Practice (Miller), Brown School of Public Health, Providence, RI.
Funding
Collaborative Care Model for Perinatal Depression Support Services – Population-Level Upstream Systems Change (COMPASS-PLUS): A Hybrid Type 2 Cluster Randomized TrialR01NR021126 · NINR · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI FEINBERG, EMILY, MILLER, EMILY STINNETT · 2023 to 2025
$2.4MEffect of a technology-based collaborative care model on persistent hypertension and preventive careattendance among postpartum people with hypertensive disorders of pregnancyR01HD116695 · NICHD · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI Adam Korrick Lewkowitz · 2024 to 2026
$2.2MA novel app-based cognitive behavioral therapy intervention for preventing postpartum depressionK23HD103961 · NICHD · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI LEWKOWITZ, ADAM KORRICK · 2021 to 2025
$899kNICHD NIH HHS K23 HD103961NICHD NIH HHS R01 HD116695NINR NIH HHS R01 NR021126
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Collaborative Care ModelsMachine LearningObstetrics-GynecologyPerinatal Mood and Anxiety DisordersPostpartum DepressionPre/Peri/Postnatal Issues
Identifiers
PMID40450552
PMCPMC12281555
What OpenQuestion holds
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LicenceTDM
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