P288 Application of a new classification of Fistulizing Perianal Crohn’s Disease (FPCD) in clinical practice: evaluating the correlation between clinician and patient’s assessments and FPCD patient′s quality of life
Bibliographic record
Abstract
Abstract Background FPCD remains a challenging condition with negative impact on quality of life. Recently, a novel classification was proposed intending to optimize and standardize the management of these patients (Geldof J, et al. Lancet Gastroenterol Hepatol. 2022 Jun;7(6):576-584). We aimed to characterize and classify a population of patients with FPCD according to this recent classification, evaluate the agreement between patient and clinician perspectives regarding disease treatment goals and correlate the new classification with patient’s quality of life. Methods Cross-sectional study which consecutively included FPCD’ adult patients (diagnosis > 6 months) followed at a gastroenterology consultation, from September to November 11, 2022. A Portuguese translated diagram of the new classification was presented to included patients, which had to select the class that most faithfully represents the current moment of their disease status. Subsequently, the IBDQ-32 questionnaire was completed. A separate form completed by a senior gastroenterologist include all the demographic and clinical data of each patient and the respective blindly chosen class. Results 23 patients (mean age of 34.4 ± 13.8 years, 60.7% woman) with FPCD were included. Disease location (Montreal Classification) was L1 in 9/23 patients, L2 in 5/23 patients and L3 in 9/23 patients. Two patients had also upper gastrointestinal tract involvement (L4). Crohn’s disease duration was 8.87 ± 8.176 years and fistula duration 4.26 ± 3.063 years (table 1). Therapy data including surgery is shown in Table 2. Most patients had a transphincteric (13/23) and complex fistula (20/23). Mean PDAI was 6±2.6 and HBI 2.2±1.65. Class 2a (repair) was the most frequently chosen by patients and clinician (62.5% and 58.3% respectively) (table 3). Mean IBDQ32 score was 97.6 ± 16.9 (table 4). A slight agreement between patient and clinician regarding the new classification system was found (Cohen’s Kappa of 0.176), and a negative correlation between the class chosen by the patient and the respective IBDQ-32 score (Kendalls’ Tau correlation coefficient -0.359, p = 0.033 (p<0,05)). Conclusion The low level of concordance between patient and clinician (with the limitation of a small sample size) draws attention to a gap in the treatment decision-making process of FPCD patients. A turning point in the management of these patients may occur with a progressive implementation of this classification into clinical practice after its validation, as it may allow for a shared discussion and greater patient responsibility in therapeutic decisions. The significant disease burden carried by these patients is underscored by the progressive lower IBDQ32 scores associated with higher class in this new system classification.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".