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Record W7046277598

Considérer la statique des pieds plats comme facteur de risque de lombalgie non spécifique : une revue de littérature systématique

2024· dissertation· en· W7046277598 on OpenAlexaboutno aff

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2024
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicSuperconducting and THz Device Technology
Canadian institutionsnot available
Fundersnot available
KeywordsObservational studyLow back painContext (archaeology)PopulationRisk factorLumbar spineAssociation (psychology)Back pain
DOInot available

Abstract

fetched live from OpenAlex

Context : Nowadays, non-specific low back pain (LBP) is one of the ten most frequent motives of consultations. Its causes are multifactorial and often the result of mechanical constraints. The biomechanical relationship between variation in foot posture and the spine has been established. However, this link does not justify the clinical symptoms. The goal is to define the condition of flat feet (FF) as a risk factor for LBP and show the benefit of taking them into consideration in the management of the pathology. Method : PubMed, Science Direct and Cochrane Library databases were searched between 10/17/2023 and 01/15/2024. Articles were included if they’re observational studies whose population included men or women with LBP ; in which was evaluated the presence of FF and the association between the two factors, or the disability caused or the pain intensity. Internal validity and biases were assessed primarily with the Newcastle-Ottawa-Scale. Results : In total, five studies were included for 6148 participants including one cohort, three cross-sectional and one case series. The results are heterogeneous and do not justify the association between FF and the symptoms of LBP. Discussion : The results coupled with the biases do not allow us to implicate FF in the pathomechanism of LBP. Nevertheless, the low level of evidence of studies shows uncertain plausibility, making it impossible to confidently reject this risk factor in LBP treatment.

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)0.014
metaresearch head score (Gemma)0.041
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.041
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0100.006
Bibliometrics0.0150.013
Science and technology studies0.0010.003
Scholarly communication0.0070.008
Open science0.0040.002
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0100.002

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 head0.014
GPT teacher head0.255
Teacher spread0.241 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations0
Published2024
Admission routes1
Has abstractyes

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