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Record W4384569939 · doi:10.25236/fmsr.2023.050701

Observation on the Efficacy of Acupuncture for Cognitive Function in Patients with Primary Insomnia

2023· article· en· W4384569939 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueFrontiers in Medical Science Research · 2023
Typearticle
Languageen
FieldPsychology
TopicSleep and related disorders
Canadian institutionsnot available
FundersNatural Science Foundation of Shaanxi Province
KeywordsAcupunctureMontreal Cognitive AssessmentPittsburgh Sleep Quality IndexInsomniaPrimary InsomniaMedicinePhysical therapyCognitionSleep disorderSleep qualityCognitive impairmentInternal medicinePsychiatryAlternative medicine

Abstract

fetched live from OpenAlex

In order to observe the effect of acupuncture on cognitive function in patients with primary insomnia, we recruited 32 patients with primary insomnia as the acupuncture group and 30 healthy subjects as the control group.And the acupuncture group were treated with scalp acupuncture combined with body-acupuncture for 3 weeks, 5 times a week, with 2 days' rest. The control group was not intervened before and after treatment.To compare the differences of Pittsburgh Sleep Quality Index (PSQI), Brief Mental State Inventory (MMSE) and Montreal Cognitive Assessment Scale (MoCA) between the two groups. The results show that: (1) Before treatment, the PSQI score of the acupuncture group was higher than that of the control group(P<0.05),and after treatment, the scores were decreased(P<0.05); (2)There were differences in MMSE and MoCA scores between the two groups before treatment(P<0.05),and after acupuncture treatment, the score was significantly advanced(P<0.05). Ultimately our study suggest that patients with primary insomnia have mild cognitive impairment and acupuncture is effective in the treatment of primary insomnia, which can improve the sleep quality and cognitive function of patients.

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)0.005
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.316
Threshold uncertainty score0.485

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0000.001
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 head0.051
GPT teacher head0.377
Teacher spread0.326 · 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