Manejo del cuidado oral asociadas a la estancia en una Unidad de Cuidados Intensivos-UCI: Una revisión sistemática de guías de práctica clínica y declaraciones científicas
Bibliographic record
Abstract
Objetivo: Evaluar críticamente las recomendaciones de las Guías de Prácticas Clínicas (GPC) y Declaraciones Científicas (DC) basadas en la evidencia y consenso de expertos, relacionadas con el manejo de las complicaciones orales de los pacientes en UCI. Método: Revisión sistemática de recomendaciones de práctica (PROSPERO CRD42021254982). Se realizó búsqueda empleando los filtros de identificación de guías de práctica de la Canadian Agency for Drugs and Technologies in Health (CADTH), en Pubmed, SCOPUS, Ovid/Cochrane, y LILACS. Se revisaron repositorios de sociedades científicas y referencias de los documentos incluidos. La valoración crítica se hizo mediante el AGREE-II (escenario ideal) para las guías y declaraciones, y mediante el AGREE-REX para las recomendaciones (escenarios ideal y local).
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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 | 0.098 | 0.245 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.004 |
| Bibliometrics | 0.006 | 0.008 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 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".