Co-management in healthcare: negotiating professional boundaries
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 investigates discursive practices associated with the co-management of patients between healthcare providers. Specifically, we focus on two genres (38 referral letters and 37 consultant reports) written by optometrists and ophthalmologists — two groups who are experiencing interprofessional tension over their scopes of practice. In our analysis we foreground four kinds of modality associated with verbs — epistemic, deontic, phatic and subjective. We found that these healthcare providers shared in the epistemic resources used to hedge their sense of clinical certainty, and that ophthalmologists used deontic resources to control future action. However, we also noted that both professions used deontic, phatic and subjective resources to create dialogical space for each other to participate in some future relationship. In fact, one of the main points of this correspondence might be to establish personal relationships between practitioners. Unfortunately, however, this subtle use of modality to negotiate professional boundaries is fading as many ophthalmologists, due to workload issues, are not responding to referral letters or are converting their correspondence to form letters.
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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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