MétaCan
Menu
Back to cohort

Quality of Life in Osteoarthritis: Relationship with Demographic and Clinical Variables

2022· article· en· W4221116505 on OpenAlexfundno aff
Seçilay Güneş, Beyza Doğanay Erdoğan, Şehim Kutlay, Ayşe A. Küçükdeveci

Bibliographic record

VenueTurkish Journal of Osteoporosis · 2022
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
FundersMcMaster University
KeywordsOsteoarthritisQuality (philosophy)Quality of life (healthcare)MedicinePsychologyGerontologyAlternative medicinePsychotherapistPathologyPhilosophyEpistemology

Abstract

fetched live from OpenAlex

Quality of Life in Osteoarthritis: Relationship with Demographic and Clinical Variables Amaç: Osteoartritte (OA) yaşam kalitesinin (QoL) demografik ve klinik değişkenlerle ilişkisini araştırmaktır.Gereç ve Yöntem: Diz, kalça, ayak ve/veya el OA'sı olan 156 hastanın (%79,5'i kadın) yaşam kalitesi OAQoL skalası ile değerlendirildi.Ağrı şiddeti için 0-10 sayısal derecelendirme ölçeği (NRS), genel fiziksel disabilite için Sağlık Değerlendirme Anketi (HAQ), diz/kalça disabilitesi için Western Ontario ve McMaster Üniversiteleri Osteoartrit İndeksi (WOMAC) ve genel sağlık durumu için Nottingham Sağlık Profili (NHP) kullanıldı.Bulgular: Ortalama yaş 56±10 ve ortalama hastalık süresi 7,2±6,4 yıl idi.Yaşam kalitesi ile HAQ, WOMAC-ağrı, WOMAC-fonksiyon, WOMACtutukluk, NHP-fiziksel mobilite ve NHP-enerji arasında orta ila güçlü anlamlı korelasyon (r=0,50-0,70) saptandı.QoL, OA'dan etkilenen eklem sayısı ile ilişkili değildi.QoL'deki değişkenliği birlikte açıklayan faktörleri belirlemek için doğrusal regresyon modeli uygulandı.Tek değişkenli doğrusal regresyon analizlerinde istatistiksel olarak anlamlı bulunan potansiyel faktörler, son çok değişkenli modeli seçmek için aşamalı regresyon prosedüründe kullanıldı.Nihai model, 0,645'lik bir ayarlanmış R2 ile ağrı (NRS), HAQ, NHP-enerji ve NHP-sosyal izolasyonu içeriyordu.Sonuç: Bu OA hasta grubunda ağrı, fiziksel fonksiyon, yorgunluk ve sosyal izolasyon varyansın %64,5'ini açıklayarak yaşam kalitesinin belirleyicileri olarak bulunmuşlardır.Anahtar kelimeler:

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.037
GPT teacher head0.305
Teacher spread0.268 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations4
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueTurkish Journal of OsteoporosisSame topicOsteoarthritis Treatment and MechanismsFrench-language works237,207