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Record W2915213299 · doi:10.2298/sarh170704168p

Elsie Inglis (1864-1917) and the Scottish women’s hospitals in Serbia in the Great War. Part 2

2017· article· en· W2915213299 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

VenueSrpski arhiv za celokupno lekarstvo · 2017
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicBalkan and Eastern European Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSerbianMedicineWorld War IISpanish Civil WarFirst world warAncient historyEconomic historyLawHistoryPolitical science

Abstract

fetched live from OpenAlex

The news about the great victories of the Gallant Little Serbia in the Great War spread far and wide. Following on the appeals from the Serbian legations and the Serbian Red Cross, assistance was arriving from all over the world. First medical missions and medical and other help arrived from Russia. It was followed by the medical missions from Great Britain, France, Greece, the Netherlands, Denmark, Switzerland, America, etc. Material help and individual volunteers arrived from Poland, Canada, Australia, New Zealand, Ireland, Norway, India, Japan, Egypt, South America, and elsewhere. The true friends of Serbia formed various funds under the auspices of the Red Cross Society, and other associations. In September 1914, the Serbian Relief Fund was established in London, while in Scotland the first units of the Scottish Women?s Hospitals for Foreign Service were formed in November of the same year. The aim of this work was to keep the memory of the Scottish Women?s Hospitals in Serbia and with the Serbs in the Great War. In the history of the Serbian nation during the Great War, a special place was held by the Scottish Women?s Hospitals ? a unique humanitarian medical mission. It was the initiative of Dr. Elsie Maud Inglis (1864?1917), a physician, surgeon, promoter of equal rights for women, and with the support of the Scottish Federation of Woman?s Suffrage Societies. The Scottish Women?s Hospitals, which were completely staffed by women, by their participation in the Great War, also contributed to gender and professional equality, especially in medicine. Many of today?s achievements came about thanks to the first generations of women doctors, who fought for equality in choosing to study medicine, and working in the medical field, in time of war and peacetime.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.165
Threshold uncertainty score0.965

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.025
GPT teacher head0.207
Teacher spread0.182 · 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