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Record W4400422023 · doi:10.1002/acr.25348

2023 American College of Rheumatology (ACR)/American College of Chest Physicians (CHEST) Guideline for the Treatment of Interstitial Lung Disease in People with Systemic Autoimmune Rheumatic Diseases

2024· article· en· W4400422023 on OpenAlexaff
Sindhu R. Johnson, Elana J. Bernstein, Marcy B. Bolster, Jonathan H. Chung, Sonye K. Danoff, Michael George, Dinesh Khanna, Gordon Guyatt, Reza Mirza, Rohit Aggarwal, Aberdeen Allen, Shervin Assassi, Lenore M. Buckley, Hassan Chami, Douglas S. Corwin, Paul F. Dellaripa, Robyn T. Domsic, Tracy J. Doyle, Catherine Marie Falardeau, Tracy Frech, Fiona K. Gibbons, Monique Hinchcliff, Cheilonda Johnson, Jeffrey P. Kanne, John S. Kim, Sian Yik Lim, Scott M. Matson, Zsuzsanna H. McMahan, Samantha J. Merck, Kiana Nesbitt, Mary Beth Scholand, Lee Shapiro, Christine D. Sharkey, Ross Summer, John Varga, Anil Warrier, Sandeep K. Agarwal, Danielle Antin‐Ozerkis, B. Bemiss, Vaidehi Chowdhary, Jane E. Dematte D’Amico, Robert W. Hallowell, Alicia M. Hinze, Patil Injean, Nikhil Jiwrajka, Elena K. Joerns, Joyce Lee, Ashima Makol, Gregory C McDermott, Jake G. Natalini, Justin M. Oldham, Didem Saygın, Kimberly S. Lakin, Namrata Singh, Joshua J. Solomon, Jeffrey A. Sparks, Marat Turgunbaev, Samera Vaseer, Amy S. Turner, Stacey Uhl, Ilya Ivlev

Bibliographic record

VenueArthritis Care & Research · 2024
Typearticle
Languageen
FieldMedicine
TopicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Canadian institutionsToronto Western HospitalMcMaster UniversityUniversity of TorontoMount Sinai Hospital
FundersNational Institute of Arthritis and Musculoskeletal and Skin DiseasesJohns Hopkins UniversityNational Heart, Lung, and Blood InstituteUniversity of WashingtonUniversity of PennsylvaniaPulmonary Fibrosis Foundation
KeywordsMedicineInterstitial lung diseaseGuidelineInternal medicineRheumatologyIntensive care medicinePopulationPhysical therapyLungPathology

Abstract

fetched live from OpenAlex

OBJECTIVE: We provide evidence-based recommendations regarding the treatment of interstitial lung disease (ILD) in adults with systemic autoimmune rheumatic diseases (SARDs). METHODS: We developed clinically relevant population, intervention, comparator, and outcomes questions. A systematic literature review was then performed, and the available evidence was rated using the Grading of Recommendations, Assessment, Development, and Evaluation methodology. A panel of clinicians and patients reached consensus on the direction and strength of the recommendations. RESULTS: Thirty-five recommendations were generated (including two strong recommendations) for first-line SARD-ILD treatment, treatment of SARD-ILD progression despite first-line ILD therapy, and treatment of rapidly progressive ILD. The strong recommendations were against using glucocorticoids in systemic sclerosis-ILD as a first-line ILD therapy and after ILD progression. Otherwise, glucocorticoids are conditionally recommended for first-line ILD treatment in all other SARDs. CONCLUSION: This clinical practice guideline presents the first recommendations endorsed by the American College of Rheumatology and American College of Chest Physicians for the treatment of ILD in people with SARDs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.438
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.319
Teacher spread0.306 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations108
Published2024
Admission routes1
Has abstractyes

Explore more

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