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EXPERIENCE UTILIZING THE CANADIAN OCCUPATIONAL PERFORMANCE MEASURE (COPM) IN THE DEVELOPMENT OF INDIVIDUAL REHABILITATION PROGRAMS FOR MIDDLE-AGED INDIVIDUALS WITH CHRONIC CALCULOUS CHOLECYSTITIS AFTER CHOLECYSTECTOMY

2025· article· W4415726153 on OpenAlexaboutno aff
Н. Р. Голод, Iryna Zharova, О. К. Ніканоров

Bibliographic record

VenueРеабілітаційні та фізкультурно-рекреаційні аспекти розвитку людини (Rehabilitation & recreation) · 2025
Typearticle
Language
FieldMedicine
TopicGallbladder and Bile Duct Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationQuality of life (healthcare)CholecystectomyLaparoscopic cholecystectomyBiopsychosocial modelOccupational therapy

Abstract

fetched live from OpenAlex

Objective is to describe the experience of using the Canadian Occupational Performance Measure (COPM) in the development of individual rehabilitation programs for middle-aged individuals after cholecystectomy; to determine the dynamics of the quality of life of middle-aged patients after cholecystectomy under the influence of the developed individual rehabilitation programs using COPM.Material. Middle-aged patients aged 45 to 59 years with chronic calculous cholecystitis (CCC) after cholecystectomy (n=40) who underwent laparoscopic cholecystectomy were included. Patients in the main group (n=20) received rehabilitation according to our concept using a biopsychosocial individual approach andCOPM, patients in the control group (n=20) received general recommendations on diet and exercise regimens.The mental and physical components of quality of life were assessed using the SF-12 questionnaire, in orderto ensure client-centeredness when setting short-term goals in the process of developing and implementingindividual rehabilitation programs aimed at occupational activity, the COPM was used. The article presents the results of assessing the quality of life at the acute stage of rehabilitation (initial examination), in the post-acute stage (one month after laparoscopic cholecystectomy (LCC)) and long-term stage (one year after LCC).Statistical methods: Shapiro-Wilk W-test, the mean (x )̅, standard deviation (S) and standard error of the mean (m) were calculated; Student’s t-test, differences were considered statistically significant at p<0.05.Results. The results of the SF-12 quality of life survey in individuals with CCC indicate a level of lifeslightly below the average in the physical and mental components. This indicates that chronic calculouscholecystitis negatively affected these two important factors of quality of life. Analyzing the dynamics of quality of life according to the SF-12 questionnaire one month after LCC, no statistically significant (p > 0.05) changes in quality of life were found in any of the groups. The results of the dynamics of quality of life according to the SF-12 questionnaire in individuals with CCC one year after LCC indicate a statistically significant (p<0.05) improvement in the control group compared to the previous examination.The results of the dynamics of the quality of life according to the SF-12 questionnaire in individuals with CCC one year after LCC indicate a statistically significant (p < 0.05) improvement in the representativesof the main group compared to the previous examination and compared to the control group one year later,which indicates a more positive dynamics in the quality of life in the physical and mental components. Conclusions. COPM allows taking into account the personal factors of patients when developingindividual rehabilitation programs aimed at restoring occupational activity in individuals aftercholecystectomy and ensuring client-centeredness of occupational therapy intervention. The use of COPMin individuals after cholecystectomy increases their motivation to continue rehabilitation in long-termstages, directs interdisciplinary work to all areas of quality of life. It has been established that the use of COPM in the concept of restoring the quality of life of individuals after cholecystectomy leads to animprovement in its mental and physical components.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.126
Threshold uncertainty score0.250

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.025
GPT teacher head0.285
Teacher spread0.260 · 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".

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Citations1
Published2025
Admission routes1
Has abstractyes

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