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Record W4285801132 · doi:10.11647/obp.0300.04

4. Indications, Contraindications, Interactions, and Side-effects of Maggot Therapy

2022· book-chapter· en· W4285801132 on OpenAlexfundno aff
Ronald A. Sherman

Bibliographic record

VenueOpen Book Publishers · 2022
Typebook-chapter
Languageen
FieldAgricultural and Biological Sciences
TopicInsect behavior and control techniques
Canadian institutionsnot available
FundersFonds National de la Recherche LuxembourgCanadian Institutes of Health ResearchGriffith UniversityUniversity of Glasgow
KeywordsMaggotMedicineIntensive care medicineBiologyEcology

Abstract

fetched live from OpenAlex

Maggot therapy is not regulated in most countries, but in those countries in which it is regulated, indications authorised by regulating bodies are the law of the land. Irrespective of particular jurisdictional limitations, this chapter describes when maggot therapy can be used, when it can’t be used, potential adverse events, and when treatment can proceed with caution. The chapter also examines how medicinal maggots interact with concomitant treatments such as systemic antibiotics, anaesthetics and narcotics, or hyperbaric oxygen therapy. Evidence and expert advice suggest that maggot therapy is a safe and widely applicable wound care modality with few side-effects, most of which can be avoided or successfully managed.

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)0.000
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.040
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0400.021

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 head0.022
GPT teacher head0.249
Teacher spread0.227 · 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
GenreOther

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

Citations22
Published2022
Admission routes1
Has abstractyes

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