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Record W7002010383

A manual therapy and strengthening approach as conservative management for a patient diagnosed with bilateral knee osteoarthritis

2019· other· en· W7002010383 on OpenAlexaboutno aff

Bibliographic record

VenueCSUN ScholarWorks (California State University, Northridge) · 2019
Typeother
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsnot available
FundersCalifornia State University, Sacramento
KeywordsManual therapyOsteoarthritisRange of motionActivities of daily livingPsychological interventionRehabilitationKnee painFunctional trainingRating scale
DOInot available

Abstract

fetched live from OpenAlex

A 45-year-old male patient with a medical diagnosis of chronic bilateral knee osteoarthritis and pain was seen for outpatient physical therapy for 8 treatment sessions over an 8-week period.Treatments were provided by a student physical therapist under the supervision of a licensed physical therapist.The patient was examined during the initial encounter with goniometry, manual muscle testing, functional squat, and the Numeric Pain Rating Scale.The Western Ontario & McMaster Universities Osteoarthritis Index and Patient-Specific Functional Scale patient-reported outcome measures were also used.A plan of care was established to address impairments in pain, functional knee range of motion, strength, and muscle length, limitations in all weight-bearing activities, and limitations in activities of daily living and participation at work.The primary goals for the patient were to decrease pain, improve strength, range of motion, and muscle length, and optimize lower extremity mechanics and functional capacity.The primary interventions incorporated in this plan of care were manual therapy passive mobilizations to the bilateral patellofemoral and tibiofemoral joints, progressive therapeutic exercise, functional retraining, and patient vi education.The patient achieved meaningful and detectable change in pain levels, functional knee range of motion and strength, and body mechanics in all functional activities.The patient was discharged with full independence in his prescribed home exercise program and no restrictions in work or activities of daily living to continue living independently with his family.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.843
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.011
GPT teacher head0.216
Teacher spread0.205 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2019
Admission routes1
Has abstractyes

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