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Record W2009478130 · doi:10.4236/ojo.2013.37055

Phantom Fighters: Coping Mechanisms of Amputee Patients with Phantom Limb Pain: A Longitudinal Study

2013· article· en· W2009478130 on OpenAlexaboutno aff
Daniella Margalit, Eyal Heled, Corinne Berger, Hod Katzir

Bibliographic record

VenueOpen Journal of Orthopedics · 2013
Typearticle
Languageen
FieldMedicine
TopicPain Management and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsOptimismDenialCoping (psychology)RehabilitationMedicineAmputationOrthopedic surgeryPhysical therapyChecklistPhysical medicine and rehabilitationClinical psychologySurgeryPsychologyPsychotherapist

Abstract

fetched live from OpenAlex

Phantom Limb Pain (PLP) is a phenomenon commonly observed in orthopedic rehabilitation units that can have detrimental effects on patients’ functioning. Psychological aspects of PLP have been widely investigated showing that some coping mechanisms are advantageous at certain points but not at others. However, the mechanisms related to positive adjustment to PLP during the course of rehabilitation have not been adequately examined. The aim of the study was to investigate the relationship between PLP and coping mechanism at two points during the rehabilitation process. Thirty one orthopedic inpatients, who had undergone lower-limb amputation following diabetic complications, rated their pain levels and mental coping strategies. The Ways of Coping Checklist, Life Orientation Test, and the McGill Pain Questionnaire, 1-15 days post-surgery and six months post-surgery were used for evaluation. Denial was found to be negatively correlated with PLP shortly after amputation. In contrast, optimism was found to be negatively correlated with PLP six months after the surgery. Emotion-focused coping mechanisms were found to be positively correlated with PLP. It is concluded that denial during the early stages of recuperation and optimism at later stages of rehabilitation is associated with reduced PLP. Awareness of these mental processes by both medical staff and family members may enable acceptance of these processes and thus facilitate patients’ 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)0.002
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 score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.030
GPT teacher head0.290
Teacher spread0.259 · 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

Citations7
Published2013
Admission routes1
Has abstractyes

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