Proton pump inhibitors in gastroesophageal reflux disease: a custom-tailored therapeutic regimen Diseñando un traje a la medida: los inhibidores de la bomba de protones en la enfermedad por reflujo gastroesofágico
Bibliographic record
Abstract
The Montreal Definition and Classification divides Gastroesophageal Reflux Disease (GERD) into esophageal symptomatic syndromes (and with mucosal damage) and extraesophageal syndromes (with acid established association and proposed association). In typical GERD symptoms, an 8-week treatment with PPIs is satisfactory in most cases (> 90%). Response rates to PPIs in GERD are highly variable, as they also rely on an appropriate clinical diagnosis of the disease; endoscopy differentiates the macroscopic GERD phenotype. The non-erosive variety (50-70% prevalence) has a different symptomatic response rate, as gastric acid is not the sole etiology of symptoms. The possible explanations of treatment failure include treatment adherence, PPI metabolism alterations and characteristics, and inadequate diagnosis. Refractory symptoms are related to gastric content neutralization by the chronic use of PPIs. Extraesophageal manifestations are associated with other pathophysiological mechanisms where an autonomic nervous system disturbance gives rise to symptoms. In these clinical entities, the relationship between symptoms and acid needs to be established in order to determine the use of PPIs, or consider other drugs. In other words, so as to "custom-tailor the best-fitting therapy" we need to answer the questions for whom, for what, how and for how long. Finally, PPI safety and tolerability are factors to be considered in elderly patients requiring chronic PPI use, who usually have chronic concomitant illnesses. La Clasificación de Montreal divide la enfermedad por reflujo gastro-esofágico (ERGE) en síndromes esofágicos sintomáticos y con daño a la mucosa y en síndromes extraesofágicos con asociación establecida al ácido y asociación propuesta. En síntomas ERGE típicos el tratamiento con inhibidores de la bomba de protones (IBP) es satisfactorio (> 90%) a 8 semanas en la mayoría de los casos. Las tasas de respuesta a los IBP en la ERGE son muy variables; ya que también dependen de un adecuado diagnóstico clínico de la enfermedad; la endoscopia diferencia el fenotipo macroscópico de la ERGE. La variedad no erosiva (prevalencia 50-70%) tiene una tasa de respuesta sintomática diferente ya que el ácido no es causa suficiente para explicar los síntomas. Las posibles explicaciones a la falla al tratamiento son el apego al tratamiento, alteraciones en el metabolismo y características de IBP y diagnóstico inadecuado. Los síntomas refractarios se relacionan con neutralización del contenido por el uso crónico de IBP. Las manifestaciones extraesofágicas se asocian con otros mecanismos fisiopatológicos como la disfunción del sistema nervioso autónomo. En estas entidades es necesario establecer la relación o no con el ácido para determinar el uso con IBP o considerar otros fármacos. Es decir, necesitamos responder a las preguntas en quien, para qué, cómo y por cuánto tiempo, para diseñar un "traje a la medida". Por último, la seguridad y la tolerabilidad a IBP son factores a considerar en pacientes de edad avanzada que requieren su uso crónico y que generalmente tienen enfermedades crónicas concomitantes.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".