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Record W4406630644 · doi:10.1051/bioconf/202515104029

Quality of Life Assessment in Primary Headache Patients with Headaches Related to Abuse Using Scales and Questionnaires

2025· article· en· W4406630644 on OpenAlex
F.S. Saidvaliyev, Shakhnozakhon Rakhimova

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

VenueBIO Web of Conferences · 2025
Typearticle
Languageen
FieldMedicine
TopicMigraine and Headache Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPrimary headacheHeadachesMedicineQuality of life (healthcare)Physical therapyPsychologyPsychiatryNursing

Abstract

fetched live from OpenAlex

This study, conducted between 2022 and 2024 in Tashkent, Uzbekistan, assessed 100 patients with abuse headaches (AH), split into two groups: those with migraine-induced AH and those with tension-type headache (TTH)-induced AH. Using standardized tools such as the VASH scale, HALT-90 index, LDQ scale, and McGill Pain Questionnaire, the study measured pain intensity, drug dependence, and functional impairment. Results revealed that migraine-induced AH caused more severe pain (VASH: 8.6±1.47) and greater productivity loss (HALT-90: 23.35±14.82) compared to TTH-induced AH. Women, especially of working age, were predominantly affected. Both groups showed moderate drug dependence, with higher levels in TTH patients. These findings highlight the need for integrated pain management strategies to reduce medication overuse and improve patient quality of life. Future research should explore lifestyle and psychosocial factors, with long-term studies needed to evaluate alternative treatment approaches for both migraine- and TTH-induced AH.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.005
Threshold uncertainty score0.350

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.041
GPT teacher head0.348
Teacher spread0.307 · 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