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Record W4414325255 · doi:10.7759/cureus.92640

Surgery to Strength: A Literature Review of Postoperative Rehabilitation for Hindfoot Surgeries

2025· review· en· W4414325255 on OpenAlexaff
Ahmed Shalaan, Mohamed A Khalafallah, Ibrahim Moqbel, Islam Saeed Elhois, Mohamed Hashem

Bibliographic record

VenueCureus · 2025
Typereview
Languageen
FieldMedicine
TopicFoot and Ankle Surgery
Canadian institutionsLondon Health Sciences Centre
Fundersnot available
KeywordsRehabilitationPsychological interventionProtocol (science)DemographicsMEDLINEPatient satisfaction

Abstract

fetched live from OpenAlex

Calcaneal osteotomy, subtalar fusion, and triple fusion are the main surgical interventions used to correct foot deformities, reduce pain, and restore functionality in arthritis, flatfoot deformity, and post-traumatic complications. The outcomes of these surgical interventions are dependent on careful surgical planning, postoperative patient compliance, and comprehensive multidisciplinary management. Rehabilitation generally follows a stepwise approach, starting with non-weight-bearing and partial weight-bearing and ending with targeted physiotherapy. This will enhance mobility and strength and minimize complications such as muscle atrophy and joint stiffness. Patient compliance is critical to achieve adequate results as it greatly influences bone healing and leads to better functional recovery. Patient demographics and comorbidities and specific surgical techniques often influence rehabilitation approaches and need individualized tailored treatment plans. This review presents updated evidence and recommends a standard postoperative rehabilitation protocol for these three surgical techniques. Additionally, it will discuss the variations between different protocols in clinical practice, highlight the causes of those differences, and propose recommendations for future research. Recently, it has become increasingly clear that there is a lack of consistent, high-quality evidence to guide postoperative rehabilitation after hindfoot surgery. This highlights the growing need for large-scale research to define postoperative protocols, weight-bearing guidelines, and advanced therapeutic modalities. Establishing evidence-based, broadly accepted guidelines could significantly enhance healing outcomes, functional recovery, and patient satisfaction in foot surgery rehabilitation.

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)0.005
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 score0.008
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0080.008
Science and technology studies0.0000.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.036
GPT teacher head0.376
Teacher spread0.340 · 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
Published2025
Admission routes1
Has abstractyes

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