Low-tech rehabilitation and management of a 64 year old male patient with acute idiopathic onset of costochondritis.
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.
Bibliographic record
Abstract
OBJECTIVE: This study was conducted to discuss the treatment and management of a patient presenting with acute idiopathic costochondritis. CASE: 64 year old male patient presenting with acute anterior chest pain of one week duration. TREATMENT: High-velocity low-amplitude thrust manipulation was used to the zygapophyseal joints of the thoracic spine, costotransverse, and costochondral joints involved. Acupuncture, ischemic compression, cross fibre friction massage techniques, and cryotherapy were utilized on the local area of pain. Specific exercise prescription (low tech rehabilitation) was also utilized. Improvement of pain reported on the Visual Analog Scale was noted with a complete resolution of the condition at the conclusion of treatment. No recurrences were reported on an eleven month follow up of the patient. CONCLUSION: Conservative management, including manipulation and exercise prescription, may be beneficial in the treatment of benign costochondritis.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it