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Treatment Outcomes for Workers Compensation Patients in a US‐Based Interdisciplinary Pain Management Program

2012· article· en· W1573200049 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePain Practice · 2012
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePhysical therapyVisual analogue scaleBeck Depression InventoryAnxietyPain catastrophizingState-Trait Anxiety InventoryDepression (economics)Chronic painPsychiatry

Abstract

fetched live from OpenAlex

OBJECTIVES: Assess the efficacy of an outpatient-based interdisciplinary pain rehabilitation program for patients with active workers compensation claims. PATIENTS: Data were available for 101 patients, primarily with chronic low back pain (75%), who participated in the program. METHODS: Treatment included a 4-week (Monday to Friday), 8-hours/day graded progressive program that included individual and group therapies (pain psychology, physical therapy, occupational therapy, relaxation training/biofeedback, aerobic conditioning, pool therapy, vocational counseling, patient education and medical management). Outcome measures included program completion status, release-to-work status, return-to-work status, total scores on the Beck depression inventory, state-trait anxiety inventory, pain catastrophizing scale, and the McGill pain questionnaire visual analogue scale (MPQ VAS). The majority of the patients (65%) graduated from the program. Pre-postoutcome data were available for those who graduated from the program. For noncompleters, last obtained MPQ VAS was compared with their initial MPQ VAS scores. RESULTS: Of those completing the program, most patients (91%)were released to return to work; with 80% released to full-time status and 11% released to gradual return. Approximately half (49%) of the program completers returned to work. Paired-samples t-tests showed that program completers had significant reductions in depression (P = 0.000), pain-related catastrophizing (P = 0.033), and pain intensity (P = 0.000), but not in anxiety (P = 0.098). Interestingly, the last obtained (at early discharge/withdrawal) pain intensity scores (M = 70.33) were higher than at baseline (M = 61.20) in the noncompleters. This difference was not statistically significant (P = 0.127) but may be clinically meaningful. DISCUSSION: Our results support the efficacy of an outpatient-based 4-week interdisciplinary pain rehabilitation program in decreasing emotional distress, reducing pain intensity, and improving return-to-work status in the majority of completers in this challenging population. Patients reporting increased pain at discharge or those discharged early may have been due to operant factors.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.244
Threshold uncertainty score0.483

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.021
GPT teacher head0.367
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