MétaCan
Menu
Back to cohort
Record W4367159210 · doi:10.7202/1078134ar

Toward a Typology of Missionary Medicine: A Comparison of Three Canadian Medical Missions in China before 1937

2021· article· en· W4367159210 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCulture · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicVietnamese History and Culture Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTypologyChinaWork (physics)Public healthMedicineSociologyPolitical scienceNursingEngineeringLaw

Abstract

fetched live from OpenAlex

Until the Communist domination in 1949, medical missionaries had been the chief source of modern health care in China. While there is now a small but growing body of literature on medical missionaries and their work in China, studies in this area have treated missionary medicine as a homogeneous type of health care. This is a simplistic view of missionary medicine, as medical work organized by Christian missions has exhibited a variety of forms in Chinese society. The purpose of this paper is to offer a typology of missionary medicine, which will provide a useful framework for further research in this area. Medical missionary activities fell into three main dimensions, ranging from hospital and dispensary services, or “primary” medical work, to medical education and public health, or “secondary” medical work. While primary medical work was the sine qua non of every mission, the amount of medical resources allocated to secondary medical work varied tremendously among the missions. By using the concepts of “local” and “cosmopolitan,” two types of missionary medicine can be distinguished on the basis of the amount of secondary medical work carried out by a mission. Local medical missions devoted most resources to primary work, making few secondary efforts, whereas cosmopolitan medical missions allocated substantial resources to secondary work apart from maintaining primary work. The medical work of three Canadian missions in China from the turn of the twentieth century to 1937 will be used to illustrate the local-cosmopolitan typology. Also, the utility and implications of the typology for the study of health care in China will be discussed.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.927
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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.

Opus teacher head0.039
GPT teacher head0.349
Teacher spread0.310 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it