Bibliographic record
Abstract
Chapter 10 reviews the history of colonial medicine in the Belgian Congo. In this huge colony, Belgium established arguably the best healthcare system in tropical Africa, with more than 2,500 institutions of all kinds. As in the French colonies, there were large-scale disease control interventions using injectable drugs. A network of public health laboratories, including those in Léopoldville and Stanleyville, are ruled out as being instrumental in the early propagation of HIV. The brilliant career of Lucien Van Hoof, the colony’s chief medical officer for twelve years who also did cutting-edge research on the control of sleeping sickness, is highlighted. The rather debatable medical practices in Léopoldville’s STD clinics are examined; ‘free women’ were forced to undergo a long series of intravenous injections if they were thought, often wrongly, to have had syphilis previously. An outbreak among these women of ‘inoculation hepatitis’ was recognised in the early 1950s. An analysis of changes in the incidence of tuberculosis in various parts of the Belgian Congo in the 1950s suggests that HIV was already driving this increasing incidence in Léopoldville. A recent study identified several routes for the iatrogenic transmission of blood-borne viruses during the colonial and early post-colonial era.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| 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 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".