“One Simply Doesn’t Arbitrate Authorship of Thoughts”: Socialized Medicine, Medical McCarthyism, and the Publishing of Rural Health and Medical Care (1948)
Bibliographic record
Abstract
Health policy and the practice of medicine in the New Deal era have been skillfully analyzed by Michael Grey, while studies by Alan Derickson and Daniel Hirshfield round out our understanding of the fight for health security in the 1930s and 1940s. They inform us that the Roosevelt administration under the adverse social and economic conditions of The Great Depression recognized the pressing need for health care reform and set an ultimate goal of a compulsory national health care plan; and despite the opposition of the American Medical Association (AMA), they resolved that —in Derickson’s words—there would be “health security for all.” Yet despite the reformers’ steady pursuit of this ideal, as Hirshfield makes clear, their efforts were doomed to become the “lost reform.” What this historical scholarship also makes clear is just how important was the role played in the health reform debates of the 1930s by rural America -- which seems, in retrospect, unusual.1 At this time, although many federal services, agencies, and departments held jurisdiction over the vast and overlapping complexities of health policy, they traditionally directed their gaze toward urban centers. It was the city, with its crowded neighborhoods, transient populations, and epidemic outbreaks, that was thought to be the source and root of so many health problems.2
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.
How this classification was reachedexpand
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 | 0.014 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.019 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".