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Record W4387149809 · doi:10.14406/acu.2023.010

Suggestion on Locating Method for ST36 Acupoint Based on Neuroanatomical Features

2023· article· en· W4387149809 on OpenAlex
Heeyoung Moon, Da-Eun Yoon, Yeonhee Ryu, In‐Seon Lee, Dody Chang, Younbyoung Chae

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueKorean Journal of Acupuncture · 2023
Typearticle
Languageen
FieldMedicine
TopicInfrared Thermography in Medicine
Canadian institutionsYork University
FundersMinistry of Science and ICT, South KoreaIran Telecommunication Research CenterNational Research Foundation of KoreaInstitute for Information and Communications Technology PromotionKorea Institute of Oriental MedicineKyung Hee UniversityNational Research Foundation
KeywordsComputer scienceArtificial intelligenceNeurosciencePsychologyPattern recognition (psychology)Medicine

Abstract

fetched live from OpenAlex

Objectives : There are many variations in the ST36 acupoint location.The purpose of this article is to suggest a method of locating the ST36 acupoint.Methods : Based on the available research and the neuroanatomical characteristics of the underlying acupoint, we summarized the proper procedure for finding the ST36 acupoint.Results : ST36 is 3 B-cun inferior to ST35 and is vertically situated on the line that connects ST35 and ST41.The ST36 acupoint corresponds to the deep peroneal nerve, which is situated in the tibialis anterior muscle's back.The neurovascular bundles that are located on the interosseous membrane between the interosseous crests of the tibia and fibula include the deep peroneal nerve, anterior tibial artery, and anterior tibial vein.According to both classical and modern literature, this acupoint can be found horizontally between the two muscles, tibialis anterior and extensor digitorum longus.Conclusions : Based on a review of the literature and neuroanatomical features, we suggest that ST36 can be positioned horizontally between tibialis anterior and extensor digitorum longus.Additional imaging studies and clinical proof are required to determine ST36 acupoint.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.496
Threshold uncertainty score0.749

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.016
GPT teacher head0.328
Teacher spread0.313 · 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