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S3845 Challenges of Pyoderma Gangrenosum Diagnosis in the Dark Skin Population

2024· article· en· W4403722216 on OpenAlex
Iyad Al-Bustami, Shamsa M. Qaadri, Shafiq Qaadri, Amogh R. Kare, Deepak Kumar Palanichami, Saira Shah, Saigopal R. Gujjula, Kenan Alrejjal, Anuj Sharma, Francis Gacek, Sweta Lohani, Manasa Ginjupalli, Vikas Kumar, Camelia Ciobanu, Amr Dokmak, Ali Wakil, Denzil Etienne, Madhavi Reddy

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

VenueThe American Journal of Gastroenterology · 2024
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsPyoderma gangrenosumMedicineDermatologyPopulationPathologyDisease

Abstract

fetched live from OpenAlex

Introduction: Pyoderma gangrenosum (PG) is an autoinflammatory skin disease characterized by ulcerative lesions in soft tissue and the skin. While its etiology remains unknown, it is associated with systemic inflammatory diseases in up to 50% of cases. The estimated incidence of PG in the United States ranges from 6-20 cases per 100,000 individuals. Due to the absence of a definitive test, PG is frequently misdiagnosed or considered erroneously to have infectious or gangrenous origin. The following case report demonstrates the necessity of considering clinical presentations potentially overlooked due to racial bias and ethno-dermatological factors. Case Description/Methods: A 53-year-old African-American woman with a past medical history of ulcerative colitis (UC) who presented with an ulcer on the right lower extremity. The lesion initially appeared as a small purple macule on the lateral aspect of the right foot superior to the lateral malleolus 4 months prior to admission. The patient had discontinued mesalamine at this time due to decreased symptoms of UC. The lesion progressed to bullous formation with a silvery-blue appearance and subsequently ulcerated, producing malodorous exudate. The patient experienced significant swelling and pain in the right foot. Upon admission, the ulcer measured 7 x 6 cm and was covered with fibro-necrotic tissue exposing the underlying tendon. Surrounding tissue was tender upon palpation. A wound culture grew extended-spectrum beta-lactamases, E. coli, Proteus mirabilis, and Corynebacterium species. The patient was started on antibiotics and referred to a dermatologist for treatment. Discussion: PG is linked to an autoimmune response mediated by T-cells mainly and macrophages. Initial presentation of PG can be attributed to an infectious pathology leading the patient to undergo surgical debridement. While damaged tissues can foster an infection, the mainstay of management should be a shock dose of topical or systemic immunosuppressants. Dermatological conditions in people with darker skin tones are underrepresented in medical education and research, which negatively influences the diagnostic ability of healthcare providers and health outcomes of patients. Improved awareness in those with darker skin tones and a methodical approach to diagnosis are crucial for timely and effective management. This case underscores the importance of considering PG in the differential diagnosis of ulcerative skin lesions and adapting diagnostic strategies to account for skin type (see Figure 1).Figure 1.: Patient Self-documentation of Pyoderma Gangrenosum Progression.

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.183
Threshold uncertainty score0.211

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.012
GPT teacher head0.270
Teacher spread0.258 · 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