Displacement and Emplacement of Health Technology
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 provision of “closer-to-patient” services has increased in most industrialized countries. However, the migration of services in non-traditional health care settings implies redefining the role of technical and human entities and transforming the nature and use of technologies and places. Drawing on various scholarly efforts to conceptualize space, place, and technology, this paper compares and contrasts satellite and mobile dialysis units implemented in two regions in the province of Quebec, Canada. The satellite units were hosted in two small, local hospitals where nursing staff had been recently trained. The mobile unit was a bus adapted to host five dialysis stations; nurses traveled back and forth between a university teaching hospital and two sites located within a radius of 7.6 miles. In both projects, nephrologists supervised from a distance via a videoconferencing system. Our aim is to illustrate the ways in which the displacement of technical and human entities gives shape to new forms of emplacement in non-traditional health care settings. The satellite and mobile units contributed to the culture of dialysis care and transformed the identity of nurses, doctors, patients, and technologies. By contrasting two projects involving different spatial and clinical logics, we analyze in what ways certain forms of recombination of human and technical entities can prove incomplete but nevertheless acceptable to providers and project managers.
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Direct model labels (unvalidated)
Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.
| Model arm | Categories | Study design | Confidence |
|---|---|---|---|
| gemma | Science and technology studies Domain: not available · Genre: Empirical About the Canadian research system: no · About a Canadian topic: no | Theoretical or conceptual | low |
| gpt | Science and technology studies Domain: not available · Genre: Other About the Canadian research system: no · About a Canadian topic: no | Theoretical or conceptual | low |
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 | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.008 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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