The MRSA Epidemic and/as Fluid Biopolitics
Bibliographic record
Abstract
This article offers a series of critical theorizations on the biopolitical dimensions of methicillin-resistant Staphylococcus aureus (MRSA), with specific attention to what has recently been referred to in the United States as the ‘MRSA Epidemic’. In particular, we reflect on the proliferation of biomedical discourses around the ‘spread’, and the pathogenic potentialities, of community-associated methicillin-resistant Staphylococcus aureus (CA-MRSA). We turn to the work of Roberto Esposito and Jean-Luc Nancy to better make sense of how, during this immunological crisis, the individualized fleshy and fluid body is articulated to dimensions of community and corporeal proximity; the body is thus conceived in popular biopolitical framings as a site of transmission, inoculation, and isolation – as a living ecological and pathological vessel. We give emphasis to the spatial relations of flesh, namely in how biomedical ‘experts’ have sought to (bio-)technologize spaces of heightened communal bodily contact (such as playgrounds or gymnasia).
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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 | 0.006 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.065 |
| Scholarly communication | 0.007 | 0.008 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".