MétaCan
Menu
Back to cohort
Record W2295352744 · doi:10.14288/1.0106478

Rehabilitation of arthritis patients : a study of the social work aspects, based on non-pay patients of the Canadian Arthritis and Rheumatism Society (B.C. Division), 1949-52

2012· article· en· W2295352744 on OpenAlexaboutno aff
George Rohn

Bibliographic record

VenuecIRcle (University of British Columbia) · 2012
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal Disorders and Rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsRheumatismArthritisMedicineRehabilitationPhysical therapyInternal medicine

Abstract

fetched live from OpenAlex

In order to provide adequate treatment facilities, the B.C. Division of the Canadian Arhtritis and Rheumatism Society made arrangements with the Western Society for Rehabilitation whereby twelve beds were reserved for the non-pay patients of the C.A.R.S. During the period of two years fifty-eight in-patients received treatment there. The relevance of casework for these patients is studied in the present thesis. The in-patients came from all parts of British Columbia and were selected on the basis of low income, favourable prognosis and certain requirements set by the policy of W.S.R. Because of these factors, this study is limited to a carefully selected group, and does not include patients whose illness was far advanced. Case illustrations are used to evaluate the effectiveness of services given. These also point up some of the special problems which this group has encountered. The nature of the illness and the need for a total approach in the rehabilitation process make it clear that the social worker is an indispensable member of the treatment team. This study shows also some of the factors which can hinder or prevent successful rehabilitation. Limitation in the physical setting, lack of funds, and lack of co-ordination of basic resources for treatment, re-education and follow-up, all detract from the potential effectiveness of the services so far available. Certain tentative recommendations are made on these points. Since arthritis is a condition about which medical science has not yet acquired a workable body of knowledge, this project must necessarily be somewhat exploratory. But the study leaves no doubt that the project undertaken by C.A.R.S. has made a significant contribution to the physical and mental well-being of the patients under treatment.

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)0.004
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 score0.893
Threshold uncertainty score0.212

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0050.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.004
GPT teacher head0.179
Teacher spread0.175 · 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
Published2012
Admission routes1
Has abstractyes

Explore more

Same venuecIRcle (University of British Columbia)Same topicMusculoskeletal Disorders and RehabilitationFrench-language works237,207