A203 PERORAL ENDOSCOPIC MYOTOMY (POEM) FOR COMPLEX ACHALASIA AND THE POEM DIFFICULTY SCORE: AN UPDATE
Bibliographic record
Abstract
Abstract Background POEM for achalasia can be challenging in patients with complex achalasia (CA) (i.e., type III achalasia, multiple prior treatments, prior myotomy, and sigmoid type). The POEM difficulty score (PDS) identifies factors that contribute to challenging POEM procedures. (Figure 1) Here, we present an update on the PDS in a series of patients with non-CA and CAs. Aims Our aim was to determine whether, with the introduction of the TT-J knife with waterjet functionality, the PDS still maintains a strong correlation with procedural efficiency and technical difficulty. Methods We retrospectively reviewed patients who underwent POEM for achalasia between May 2018 to July 2023 at the Kingston Health Sciences Center. 139 consecutive POEMs were performed, with 74 CAs. Primary outcomes include correlation of procedural efficiency with the PDS. Secondary outcomes include clinical success at the last followup and adverse events. Demographics and procedural variables were compared with descriptive statistics (mean ± SD; median, min-max range) and the Mann-Whitney U-test. Pre and post-POEM Echkhardt scores were compared using the Wilcoxon signed-rank test. Results 74 (56.7% male) complex and 65 (55.4% male) non-complex POEM procedures were carried out. The mean age is 56.7 ± 16.5 years and 47.3 ± 20.2 years in CA and non-CA respectively. PDS correlates moderately with procedural efficiency with a correlation coefficient of 0.595 (Spearman’s Pampersand:003C0.001). A subanalysis is available in Table 1. The mean efficiency for non-CA was 3.3min/cm±1.2. The median PDS for non-CA was 1 (0-5). In comparison, the mean efficiency for CA were 3.3min/cm ± 1.3 (type III), 5.3min/cm ± 2.3 (prior myotomy), 4.0min/cm ± 1.7 (≥4 prior procedures), and 5.2min/cm ± 2.4 (sigmoid type). The median PDS for CA was 3 (0-6) (type III), 4 (0-8) (prior myotomy), 3 (0-8) (≥4 prior procedures), and 3 (0-6) (sigmoid type). CA and non-CA POEM procedures were completed with 97% and 98% clinical success, respectively. Conclusions PDS continues to moderately correlate with procedural efficiency using the TT-J knife. However, the presence of spastic contractions correlated poorly with procedural efficiency. Thus, it may be omitted with the use of the TT-J knife. The order of increasing difficulty of POEM in CA appears to be type III, prior myotomy, sigmoid type, and ≥4 prior procedures. Multi-center prospective studies are needed to validate PDS in different clinical settings. Table 1: Sub-analysis of individual PDS factors and procedural velocity Figure 1: Peroral Endoscopic Myotomy (POEM) difficulty score (PDS): "FOODS" Funding Agencies None
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".