MétaCan
Menu
Back to cohort

Remission: Mission Possible in Chronic Rhinosinusitis with Nasal Polyposis?

2023· preprint· en· W4375867176 on OpenAlexaffabout
Yvonne Chan, Andrew Thamboo, Jianlong Han, Martin Desrosiers

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldMedicine
TopicSinusitis and nasal conditions
Canadian institutionsCentre Hospitalier de l’Université de MontréalUniversity of British ColumbiaUniversity of Toronto
Fundersnot available
KeywordsMedicineOtorhinolaryngologyAsthmaNasal polypsChronic rhinosinusitisDiseaseInternal medicineSinusitisGastroenterologySurgery

Abstract

fetched live from OpenAlex

Remission: Mission Possible in Chronic Rhinosinusitis with Nasal Polyposis?To the Editor,Remission is emerging as the penultimate goal in the management of several chronic diseases. Recent application of these concepts to the management of inflammatory airway disease has promoted the concept of clinical remission, using a “Treat to Target” approach. The concept of remission, now well-established in Rheumatology as well as Gastroenterology (GI), is emerging in Respiratory Medicine with recent publication of definitions of clinical remission for asthma (1). It is interesting to consider whether the disease remission concept might successfully be applied to Otolaryngology-Head and Neck Surgery (OHNS) in the management of chronic rhinosinusitis with nasal polyposis (CRSwNP).In the treatment of asthma, ‘remission’ is defined as the elimination of exacerbations and stabilization of symptoms, with the possibility of normalizing inflammatory markers, which indirectly reflect lung function and inflammation. Guidelines for inflammatory digestive diseases are similar to those in asthma, in terms of their symptomatic endpoints and rigorous control of disease (2). However, for inflammatory bowel disorders unlike in asthma, an additional endoscopic criterion which documents epithelial and mucosal recovery from disease is also included. The nasal endoscope provides similar characterization for the control criteria in CRSwNP, incorporating symptom control signifying clinical remission with endoscopic remission demonstrating normal sinonasal mucosa, which can also incorporate inflammatory markers highlighting biochemical remission.A consensus statement from tertiary Canadian rhinologists has previously combined symptomatic and endoscopic assessments to define success after endoscopic sinus surgery (ESS), with ‘optimal’ results reported as absence of symptoms and normal appearance of the sinus mucosa on sinonasal endoscopy (3). However, it was unclear how frequently this ‘optimal’ outcome could be achieved. An estimate of remission rates in CRS care is now afforded by two recent studies in CRSwNP which employed a clinical endpoint very similar to the remission definition used in GI for inflammatory bowel diseases. The first study, a prospective trial which assessed outcomes after treatment of CRSwNP with endoscopic sinus surgery (4), and the second, a double-blinded, placebo-controlled prospective trial evaluating refractory CRSwNP managed with long-term, low dose azithromycin (5).After ESS, clinical endpoints resembling remission were attained in 50% of all subjects, but with different rates of remission for different populations distinguished by co-morbidities. At four months after surgery, 72% individuals undergoing primary ESS for CRSwNP attained remission, while those with a history of previous surgery showed lesser response, with a 42% remission rate. Asthmatic subjects did considerably worse than non-asthmatic subjects: non-asthmatics attained remission in 60%, while patients with asthma or with aspirin exacerbated respiratory disease (AERD) only showed remission in 23% and 23.5% of cases, respectively. For the azithromycin trial, there was a 54% remission rate overall. Again, asthma was associated with a worse outcome: non-asthmatics had a remission rate of 88%, while asthmatics achieved only 38% remission, and only in 14% of AERD patients. Individuals demonstrating remission were characterized by parameters of epithelial recovery and healing, approaching those of optimal control as suggested for inflammatory digestive diseases (6).Conclusion: Remission is indeed a concept that can be attained in CRSwNP, even in patients who failed previous surgery, as demonstrated by these findings. Some patient groups apparently have more difficult disease evolution, and asthma emerges as an important treatable trait in patients with CRSwNP. Better defining this outcome through consensus-based definitions will allow for the identification and stratification of clinical scenarios where patients have complete relief from their disease symptomatically in addition to biochemical and endoscopic normalization which penultimately achieving remission.Respectfully submitted,Yvonne Chan, Andrew Thamboo, Joseph Han, Martin Desrosiers

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)0.002
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.008
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.017
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.003
Open science0.0020.001
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0030.002

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 head0.048
GPT teacher head0.328
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 designNot applicable
Domainnot available
GenreCommentary

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 routes2
Has abstractyes

Explore more

Same topicSinusitis and nasal conditionsFrench-language works237,207