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Record W4390942582 · doi:10.5334/ijic.icic23637

Interprofessional Collaboration to Support Person-centered Care: Implementation of an Integrated Surgical Pathway for Complex Foot and Ankle Patients

2023· article· en· W4390942582 on OpenAlexaff
Marsha Alvares, Tamara Gotal, Samra Mian-Valiante, Silvi Groe, Johnny Lau

Bibliographic record

VenueInternational Journal of Integrated Care · 2023
Typearticle
Languageen
FieldMedicine
TopicClinical practice guidelines implementation
Canadian institutionsUniversity of TorontoToronto Western HospitalUniversity Health Network
Fundersnot available
KeywordsMedicineIntegrated careClinical pathwayNursingGeneral partnershipPopulationPhysical therapyMedical emergencyHealth care

Abstract

fetched live from OpenAlex

Introduction: Traditionally foot and ankle patients have high medical and social complexities that require additional support and care navigation following surgery to improve transitions out of hospital into the community for recovery at home. We explored implementation of an integrated surgical pathway that included an interprofessional, centralized intake model for surgical consult, pre-operative mobility assessment to assess post-operative supports and potential barriers to successful discharge home, and creation of a partnership with transitional care, while providing person-centered care to improve patient experience and surgical recovery. Aims, Objectives and Methodology: Our objective was to develop and implement an integrated surgical pathway for complex foot and ankle patients to support seamless transitions in care from acute to recovery at home following surgery. A working group was formed with members spanning operational and clinical roles across the care continuum including: physiotherapist practitioner, surgeon administrative support, clinical managers, inpatient physiotherapists, social work, nurse practitioners and transitional care program managers. A 2-hour process mapping session was conducted outlining the current state surgical pathway and potential barriers to successful discharge were identified. Standard care path guidelines were developed with decision tree clinical resources to assist the care team in facilitating referrals to transitional care pre-operatively to ensure seamless transition for the patient after surgery. Highlights and Key Findings: The patient population supported by this integrated pathway were those with complex foot and ankle surgical procedures including: ankle and midfoot fusion, ligament reconstruction, ankle osteotomy, total ankle replacement and triple arthrodesis. Fairly equal distribution was seen between male and female (48% and 52% respectively), and the average age was 54 years. The addition of an interprofessional consult offered more robust patient education, pre and post surgical planning and expectation setting. A pre-op mobility assessment optimized post-operative care coordination. This was illustrated by a reduction in the acute length of stay from an average of 8.2 days in 19/20 to 3.4 days in 20/21. From 2018 to 2022 the discharge disposition of this patient cohort remained consistent with the majority of patients (66%) supported to return home with outpatient physiotherapy, 24% of patients were discharged home with homecare services coordinated and a small proportion (<10%) were transferred to a transitional care, inpatient or residential care facility. Qualitative report from patient's revealed that supports provided eased anxiety and improved post-operative transitions home for recovery. Conclusions: Implementation of an integrated surgical pathway for complex foot and ankle patients that maximize pre-operative care planning and leveraging existing community partnerships, both in-home and institutional; enable the delivery of person-centred care, facilitating seamless transitions from acute care to community for patients while optimizing hospital resource utilization. Implications for applicability/transferability, sustainability and limitations: Expansion of collaborative integrated models that support additional orthopedic surgical patient populations from hospital to recovery within the community are critical in providing person-centered care. Sustainability of these models will rely on securing the resources required for pre-surgical patient education, expectation setting and care and resource planning for seamless post-operative transitions.

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)0.009
metaresearch head score (Gemma)0.011
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0030.001
Scholarly communication0.0030.002
Open science0.0010.008
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.138
GPT teacher head0.484
Teacher spread0.346 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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