The Psychodynamic Psychiatry Service of the University of Alberta Hospital: A Thirty Year History
Bibliographic record
Abstract
This paper describes the Psychodynamic Psychiatry Service (PPS) of the University of Alberta Hospital over its 30 years of development. This psychiatric organization consists of three clinical programs-an outpatient clinic and intensive day and evening programs-and an integral evaluation and research unit. The PPS is unique in its group therapy clinical orientation, its psychodynamic theoretical orientation, and its integration of an ongoing research program that establishes empirical validation of its clinical work. The productivity and longevity of this psychiatric organization appear to derive from several strengths, including cooperation between leaders of the clinical and research programs; the institution of staff relations groups in the three clinical programs; the operation of the fully integrated evaluation and research program that serves to provide empirical support for the treatments offered; and a unifying ideology characterized by the valuing of both psychodynamic and group oriented work. Other important factors to the success of the PPS include the strengths of the founder of the service and financial and other support of the academic department in which it is housed. This paper describes the historical development and present structure and functioning of the PPS, the challenges it has been confronted with, and the responses to those challenges. We conclude with factors contributing to its survival and productivity and with thoughts about the future.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".