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Record W4387741317 · doi:10.21203/rs.3.rs-3446662/v1

Analysis of clinical characteristics and factors affecting treatment responses in patients with pyoderma gangrenosum: A multicenter study of 239 patients

2023· preprint· en· W4387741317 on OpenAlexaff
Funda Erduran, Esra Adışen, Yıldız Hayran, Güneş Gür Aksoy, Erkan Alpsoy, Leyla Baykal Selçuk, Sibel Doğan, Ayça Cordan Yazıcı, Ayşe Öktem, Malik Güngör, Elif Afacan Yıldırım, Deniz Devrim Kuşçu, Leyla Elmas, Kübra Aydoğan, Dilek Bayramgürler, Evren Odyakmaz Demirsoy, Melih Akyol, Rukiye Yasak, Hilal Kaya Erdoğan, Ersoy Acer, Tülin Ergun, Savaş Yaylı, Ferhan Bulut, Esra Saraç, Akın Aktaş

Bibliographic record

VenueResearch Square · 2023
Typepreprint
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders
Canadian institutionsWomen's College Hospital
Fundersnot available
KeywordsPyoderma gangrenosumMedicineHidradenitis suppurativaInflammatory bowel diseaseInternal medicinePathergyDiseaseArthritisDermatologyUlcerative colitisComorbiditySurgeryGastroenterology

Abstract

fetched live from OpenAlex

Abstract Pyoderma gangrenosum (PG) is a chronic disease characterized by recalcitrant skin ulcers. We aimed to evaluate retrospectively the demographic, clinical characteristics, treatment data and factors affecting treatment responses of patients followed up with diagnosis of PG in 12 tertiary care centers from 8 different provinces in Turkey between the years 2012–2022. We included a total of 239 patients of whom 143 (59.8%) were female and 96 (40.2%) were male, with an average age of 54.2 ± 17.4 years. At least one comorbidity associated with PG was found in 51.5% of our patients. The most common comorbidities were inflammatory arthritis (18.8%) and inflammatory bowel disease (IBD) (15.9%). The most common treatment was systemic steroids (75.7%). Among these patients 50.8% used systemic steroids as the sole systemic agent, while 49.2% used at least one adjuvant immunosuppressive agent. The general characteristics of our patients who responded well to systemic steroid treatment were those with a late onset of disease, shorter disease duration, fewer lesions, single region involvement, negative wound culture results, negative pathergy, and those without inflammatory arthritis and IBD (all p < 0.05). Biological agents were used in 18.4% of our patients in our study. The general characteristics of the patients who switched to biologics as a second or third line treatment are those with early disease onset, younger patients, males, those with autoinflammatory diseases, those with IBD and hidradenitis suppurativa and pathergy positive ones (all p < 0.05). Our study had compelling data concerning two specific patient groups: Pathergy positivite and early onset (onset age < 30) PG groups. We think that investigation for accompanying autoinflammatory diseases at the time of diagnosis in these two groups is necessary and the patients in these two groups are more resistant to treatment, necessitating more complicated treatments. We believe that the results of our multicenter study will contribute to the literature.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.003
Threshold uncertainty score0.813

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.115
GPT teacher head0.444
Teacher spread0.330 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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