Evidence map›Paper›PMID 38713889›Full record

ArticleJCO clinical cancer informatics2024

Navigating the Complexities of Artificial Intelligence-Enabled Real-World Data Collection for Oncology Pharmacovigilance.

Jack Gallifant, Leo Anthony Celi, Elad Sharon, Danielle S Bitterman

Abstract readEditorial
In one paragraph

Article in JCO clinical cancer informatics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Oncology's ongoing struggle with evaluating quality of life limiting, treatment-related toxicity.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  3. Review
  4. Article
4 · The record

Corrections and comments

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

5 · Who and what money

Authors and funding

4 authors.

Jack GallifantLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA.ORCID 0000-0003-1306-2334
Leo Anthony CeliLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA.ORCID 0000-0001-6712-6626
Elad SharonDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-0044-9719
Danielle S BittermanArtificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA.ORCID 0000-0003-0345-2232

Funding

Bridge2AI: Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AIOT2OD032701 · OD · MASSACHUSETTS GENERAL HOSPITAL · PI BIHORAC, AZRA, CLERMONT, GILLES · 2022 to 2025
$24.6M
Shared Resource Core 2: Clinical Artificial Intelligence CoreU54CA274516 · NCI · DANA-FARBER CANCER INST · PI DAPHNE A. HAAS-KOGAN · 2023 to 2026
$8.1M
MUST Data Science Research Hub (MUDSReH) - Democratized Trusted Research Environment (dTRE)U54TW012043 · FIC · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI Leo Anthony G Celi, Jessica Elizabeth Haberer · 2021 to 2026
$6.9M
Critical Care Informatics: Ethical considerations around the use and sharing of health-related dataR01EB017205 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI CELI, LEO ANTHONY G, MARK, ROGER GREENWOOD · 2014 to 2021
$3.8M
Critical Care InformaticsR56EB017205 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI CELI, LEO ANTHONY G, GHASSEMI, MARZYEH · 2018 to 2023
$783k
FIC NIH HHS U54 TW012043NCI NIH HHS U54 CA274516NIBIB NIH HHS R01 EB017205NIBIB NIH HHS R56 EB017205NIH HHS OT2 OD032701
6 · The paper itself

Abstract

This new editorial discusses the promise and challenges of successful integration of natural language processing methods into electronic health records for timely, robust, and fair oncology pharmacovigilance.

Indexed as

Artificial IntelligenceElectronic Health RecordsMedical OncologyNatural Language ProcessingPharmacovigilanceAdverse Drug Reaction Reporting SystemsData CollectionHumansNeoplasms

Identifiers

PMID38713889
PMCPMC11466373

What OpenQuestion holds

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Registered trials

None linked

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.