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Record W4406843571 · doi:10.1016/j.ekir.2024.11.1309

WCN25-2948 INTELLECTUAL FREEDOM, OPEN INQUIRY, EQUITY, DIVERSITY, AND INCLUSION: BANFF TRADITIONS FROM THE BEGINNING AND ALSO IMPORTANT TO ISN

2025· article· en· W4406843571 on OpenAlex
Habba Mahal, Kim Solez

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueKidney International Reports · 2025
Typearticle
Languageen
FieldDecision Sciences
TopicResearch, Science, and Academia
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsEquity (law)Inclusion (mineral)MedicineDiversity (politics)SociologySocial scienceAnthropologyLawPolitical science

Abstract

fetched live from OpenAlex

Discussion: Conditions such as post-infectious glomerulonephritis are difficult to differentiate from C3 glomerulopathy by renal biopsy alone, which can confound early diagnosis and treatment.No disease-specific treatments are available, although immunosuppressive agents and complement pathway blocking agents (e.g.eculizumab) are helpful in certain patients.Unfortunately, no treatment is universally effective or curative except allogenic liver transplantation in a few select cases.[1] Moreover, recent advances in research have clarified the role of complement in other glomerular diseases in which its role was less established, namely in immune-complex membranoproliferative glomerulonephritis (IC-MPGN), ANCA-vasculitis, IgA nephropathy, and idiopathic membranous nephropathy.As a standard of care, we would advise complement pathway analysis (C3, C4, CH-50, CFH antibody) and autoimmune work up (ANA profile) for all patients with C3G as a histological picture.As the patient reached complete renal remission (normalising creatinine and proteinuria less than 300 mg/ day), we decided to continue with dual immunosuppression.The management required meticulous in-person and telephonic follow up.Due to the rarity of the disease, optimal management options established through randomized clinical trials are not sufficient to guide therapeutic decision-making.[2,3] In this particular case, renal remission was the only parameter that guides the management without the need to perform genetic tests or complement factor analysis. Conclusions: Conclusion:The C3 glomerulonephritis is a recently coined disease entity with variable natural history.It is a rare disease with minimum therapeutic options like eculizumab, plasma exchange or in few cases cyclophosphamide and ACE inhibitors.In this case report, we highlight a case scenario with complete and sustained disease remission with short course (6 months) of glucocorticoids and mycophenolate mofetil.We did not do genetic testing or plasma exchange.This indicated that morphological and IF diagnosis of C3GN need not be a genetic entity always but likely to respond to multi-targeted immunosuppression.Close monitoring of these patients is also equally important to identify and treat relapses.

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.

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)0.006
metaresearch head score (Gemma)0.024
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Scholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.319
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.024
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.001
Scholarly communication0.0010.001
Open science0.0030.055
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.191
GPT teacher head0.459
Teacher spread0.268 · 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