Collaborative Treatment of Choking Phobia in an Older Adult
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
This article describes the case of a 69-year-old man with a long history of swallowing difficulties and a past diagnosis of obsessive-compulsive disorder. He was seen for treatment by a speech-language pathologist and a clinical psychologist. Prior to treatment, he ate only one type of sweet dessert and some pureed foods, at restricted times of the day, and without others present. Treatment focused on increasing variety in his diet, increasing bolus size, reducing ritualistic and safety behaviors, and eating in social situations. Treatment methods included surface electromyographic biofeedback and systematic desensitization. After 19 months of treatment (49 sessions), the patient was able to eat a variety of soft/ground foods. He gained weight and was able to eat in social situations. At post-treatment, 8-month and 48-month follow-up, he reported being satisfied with his progress and did not wish to pursue further goals involving eating solid foods or increasing bolus size of liquids.
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) | 0.001 | 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