Capital Investment in Primary Care-The Funding and Ownership of Primary Care Premises
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
The authors describe the complexity of the financing arrangements of primary care premises. They explain how the early vision of integrating health and social services within local health centres failed to be realized, with GP-owned practice premises remaining as the dominant model. There was a switch to private finance when the government loan body (General Practice Finance Corporation) was privatized in 1989. Although capital can now be freely raised by the private sector for investment in the National Health Service (NHS), these debts have to be repaid through NHS funds or user charges. The complexity, combined with demographic factors, makes it likely that as GPs opt for the Personal Medical Services (PMS) scheme and a salaried service, the trend towards for-profit corporations owning and buying out GP premises will accelerate.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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