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Record W2471330231 · doi:10.3899/jrheum.151191

Early Onset of Chronic Rheumatic Disease May Lead to Creative Expression: The Stories of Antoni Gaudí and Maud Lewis

2016· article· en· W2471330231 on OpenAlexaffvenueabout
Florence A. Aeschlimann, André Aeschlimann, Ronald M. Laxer

Bibliographic record

VenueThe Journal of Rheumatology · 2016
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineRheumatic diseaseExpression (computer science)DiseaseInternal medicine

Abstract

fetched live from OpenAlex

Many famous artists had rheumatic diseases. Among them, the popular French impressionist painter Pierre-Auguste Renoir, the Russian expressionist painter Alexej von Jawlensky, and the French fauvist and “painter of the light” Raoul Dufy were diagnosed with rheumatoid arthritis (RA), and Paul Klee, a highly renowned Swiss-German painter, with systemic sclerosis. Their medical histories have been widely discussed, and they are examples of how creative art may help in coping with the disease1,2,3,4,5,6. Autoimmune diseases such as RA seem to occur with a higher frequency in artists, and exposure to toxins, such as those found in painting materials, and smoking have been discussed as contributing factors7,8,9. Would a chronic inflammatory pediatric rheumatic disease possibly influence artistic work? Juvenile idiopathic arthritis (JIA) and other chronic rheumatologic conditions with childhood onset have a significant effect on health-related quality of life and physical function, imposing a societal and psychological burden, especially in the prebiologic era10. Art therapy has been shown to be beneficial in adults and children with chronic diseases by reducing stress and pain and enabling the expression of the cognitive and emotional ideas of the patients11,12,13,14,15. To our knowledge and in contrast to the many artists with adult-onset autoimmune rheumatic conditions, there are only 2 famous artists with known chronic pediatric rheumatic diseases: Antoni Gaudi, the unique Catalan architect, and Maud Lewis, one of Canada’s best known and most loved folk art painters. The medical literature discussing Gaudi’s articular symptoms is scarce and we are not aware of any publication on Lewis’s medical history16,17,18. Dufy experienced an episode of self-limited arthritis in childhood, but he remained …

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.017
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0060.009
Scholarly communication0.0070.006
Open science0.0010.005
Research integrity0.0060.014
Insufficient payload (model declined to judge)0.0030.001

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 head0.018
GPT teacher head0.299
Teacher spread0.280 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
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

Citations3
Published2016
Admission routes3
Has abstractyes

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