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Record W38537780

Rehabilitation of the Spine – A Practitioner’s Manual, 2nd Ed.

2007· article· en· W38537780 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

VenuePubMed Central · 2007
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsChiropracticManual therapyRehabilitationPsychosocialMultidisciplinary approachPremiseComputer scienceTraining manualResource (disambiguation)MedicineSection (typography)Medical educationPsychologyAlternative medicinePhysical therapyPsychotherapistPathology
DOInot available

Abstract

fetched live from OpenAlex

Both Craig Liebenson and his multiple contributors have created a practical text to examine spinal rehabilitation. This multidisciplinary text integrates the fields of physical therapy, chiropractic, physiatry, and manual medicine. The rationale for the text is to provide an updated evidence-based functional and active self-care approach to musculoskeletal spinal pain. The combined expertise of the authors makes this text a valuable resource. A few of the contributors include Drs. Kirkaldy-Willis, Jull, Janda, Hodges, Bogduk, and McGill, Mooney, and Triano. The text is well indexed and there is an excellent flow of material. There are 39 chapters, divided into 7 sections: Overview, Basic Science, Assessment, Acute Care Management, Recovery Care Management, Practical Application by Region, and Implementing the Functional Paradigm. Each section discusses some of the basic underlying theories and provides key information on clinical application. With the inclusion of the companion DVD, five sections outlining the correct application of rehabilitation techniques is provided. The sections include physical performance evaluation, sparing strategies, stabilization strategies, functional integrated training, and the Czech school of manual medicine. Each section of the DVD is comprised of numerous exercises and functional training protocols. The premise of the first edition is carried forward into the second – focussing on psychosocial factors, active care, and outcomes. There are several new chapters which include a focus on diagnosis, functional assessment, and recovery care. The text highlights the importance of functional restoration and various rehabilitation methods are outlined. One of the major additions to the second edition is the companion DVD. This is an excellent adjunct which demonstrates the appropriate techniques for the diagnosis and treatment of spinal pain. This is an excellent tool to educate both clinicians and patients. Although this is an updated edition, there are some chapters which have limited change from their previous counterparts. The layout of some of the chapters could be enhanced to visually separate concepts. Even though there are a multitude of illustrations and photographs, the use of occasional colour diagrams and photos would have been a welcome change to the new edition. Integrating active rehabilitation into the clinical management for musculoskeletal pain is essential. Overall, this book is highly recommended for any student or clinician interested in providing appropriate active rehabilitative care for spinal pain. The companion DVD is a valuable addition and both this and the text would likely be a frequently used reference.

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)0.001
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 score0.279
Threshold uncertainty score0.224

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.008
GPT teacher head0.269
Teacher spread0.261 · 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