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Record W83873100 · doi:10.1177/007327531205000302

Swedish in Name Only: The International Education of Nineteenth—Century Swedish Medical Students and Practitioners

2012· article· en· W83873100 on OpenAlexaff
Stephan Curtis

Bibliographic record

VenueHistory of Science · 2012
Typearticle
Languageen
FieldArts and Humanities
TopicHistory of Science and Natural History
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsHegemonyAdventureSpace (punctuation)SociologyHistoryMedia studiesPublic relationsLawPolitical sciencePoliticsArt history

Abstract

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Travelling abroad to learn about the latest innovations has long history but the importance and mechanisms of these cultural and professional interactions has recently become of growing interest among historians of medicine. Scandinavia is often perceived as being largely peripheral to the events and ideas found on the continent or in Britain and this paper is an attempt to illuminate the degree to which Swedish physicians were part of the medical world of the nineteenth century. Their numerous applications to travel and the published accounts of their adventures certainly throw into question the notion that particular national forms of medical practice and specific innovations waited patiently for permission to cross national borders. Instead, medical students and physicians were actively engaged in the 'Europeanization' of medicine built upon multiple personal and professional connections throughout the continent. In 2005, Ute Frevert defined Europeanness as a web of communication and interaction ... [that] displays different degrees and patterns of involvement, shifting centers and margins, uneven and asymmetric relations, and competitive, often violent encounters, and proposed that various professional networks contributed to the dissemination of knowledge.1By arguing that centres and margins are not fixed in time and space, Frevert's definition also addresses one of the major short-comings with core-periphery models that envision single, hegemonic and largely permanent core and similarly fixed but much weaker periphery. The alleged subservience of the latter on the former is often attributed to the temporal lag between the discovery of innovations and their wider reception and adoption which in turn is dictated by how easily information is able to move between these areas. Timo Myllyntaus suggests six 'channels' by which technology flows from industrial cores to more peripheral areas.2 During the nineteenth century at least three of these same 'channels' existed for the transmission of medical innovations from the continent to Sweden. First, the Swedish government had long history of financing educational trips abroad for its physicians and students so that they could study at foreign universities, visit medical institutions, or attend international conferences. Second, the teaching of medicine within Sweden improved and attracted more and more students at the same time that professional organisations arose with their own journals to foster the exchange of ideas. Third, and perhaps most important was the willingness to accept and import medical knowledge from various European locations regardless of their level of international acclaim. The combination of these forces plus improvements in transportation that enabled individuals to flit from place to place much more easily than in the past, minimised the temporal lag between discovery and implementation. At the same time, the mixing of students and physicians from numerous countries significantly reduced the cultural distance between them. The shrinking of physical and cultural distances, process that quickened during the course of the nineteenth century, makes the utility of thinking in terms and cores increasingly suspect. A clear example of how far supposedly peripheral Sweden had come by the mid-1870s can be seen in the international acclaim Uppsala University received when it celebrated its quatercentenary in 1877. Representatives from thirteen different countries and forty-eight different universities, academies and societies arrived to participate in the festivities and were uniformly impressed with what they saw.3There has been long tradition in Sweden and the rest of Scandinavia of borrowing ideas and technology from abroad so it should not be surprising that medical innovations would similarly find their way into the Swedish cities and countryside.4 Some historians have pointed to Sweden's high literacy rate and the importance the population placed on education, the country's 'human capital', as key reasons for its rapid industrialisation during the late nineteenth century that enabled it to compete with the economic powerhouses of Britain and Germany. …

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.993
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0070.006
Scholarly communication0.0090.004
Open science0.0010.009
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0070.002

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 head0.031
GPT teacher head0.288
Teacher spread0.257 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2012
Admission routes1
Has abstractyes

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