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Record W2008729213 · doi:10.3138/ptc.2009-52p

Client Education: Communicative Interaction between Physiotherapists and Clients with Subacute Low Back Pain in Private Practice

2010· article· en· W2008729213 on OpenAlexafffundvenue
Katherine Harman, Raewyn Bassett, Anne Fenety, Alison M. Hoens

Bibliographic record

VenuePhysiotherapy Canada · 2010
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsCanadian Physiotherapy AssociationUniversity of British ColumbiaVancouver Coastal HealthProvidence Health Care Research InstituteProvidence Health CareDalhousie University
FundersUniversity of British ColumbiaDalhousie University
KeywordsFocus groupSession (web analytics)MedicineConversationLow back painPopulationTyingMedical educationProcess (computing)NursingPsychologyPhysical therapyAlternative medicineComputer scienceCommunicationSociology

Abstract

fetched live from OpenAlex

PURPOSE: To explore, through focus-group interviews, client education provided by physiotherapists in private practice who treat injured workers with subacute low back pain (SA-LBP). METHODS: Six focus-group interviews were held in the fall of 2006 to explore treatment practices of physiotherapists for this population. Each of the 44 physiotherapists who volunteered attended one of six regional sessions. RESULTS: Three overarching themes emerged: the critical importance of education; education: a multidimensional concept; and the physiotherapist-client relationship. In this study, we found that education provides continuity by tying together the separate tasks occurring during one treatment session. Our participants said that time is of the essence in private practice and described how they provide education seamlessly, making this type of delivery efficient. CONCLUSIONS: Education is a highly valued aspect of practice for physiotherapists. Verbal, tactile, and visual information obtained from the client as assessment and treatment progress is explored, expanded, and contextualized in conversation with the client. In a communicative, interactive process, client fears, other contextual information, and physiotherapist information about procedures and techniques, exercises, and anatomy are collaboratively interrelated.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.646
Threshold uncertainty score0.897

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.006
GPT teacher head0.306
Teacher spread0.301 · 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 teacher head, 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

Citations33
Published2010
Admission routes3
Has abstractyes

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