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Record W3025577382 · doi:10.31083/ph.2019.8232

Pharmacy in Latvia during the first Soviet occupation (1940-1941)

2019· article· en· W3025577382 on OpenAlexaboutno aff
Sabīne Lauze, Baiba Mauriņa, Venta Šidlovska

Bibliographic record

Venue˜Die œPharmazie · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Geopolitical and Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsLatvianPharmacyState (computer science)PoliticsIndependence (probability theory)Period (music)IdeologyPolitical scienceWorld War IIQuarter (Canadian coin)Economic historyEconomic growthHistoryLawEconomicsArchaeology

Abstract

fetched live from OpenAlex

The first period of the independent state of Latvia lasted from 1918 to 1940. During this period, pharmacy in Latvia had reached a high level of development. The study covers the period after the loss of independence, when the beginning of World War II marked a major crisis in the development of pharmacy in Latvia. The aim of the study was to compile and systematize information available in published and unpublished sources on the impact of the Soviet occupation (1940-1941) on pharmacy in Latvia, which has not been studied before. The main idea of the study was to find evidence that the Soviet occupation decreased the development capacity of Latvian pharmaceutical industry and narrowed its development opportunities. At the same time, the study reflects part of the general political, ideological and economic environment in Latvia over that period. The study is retrospective and descriptive. Materials from Latvian State Historical Archives and the National Archives of Latvia, and publications from the 20th century press of Latvia were used in the study. In one year, the Soviet system attempted to aggressively transform Latvian pharmaceutical industry to match the USSR standards. This meant the destruction of the capitalist system and the free market, as well as the introduction of centralised management. The radical changes were poorly organised and unsuitable candidates were appointed to positions of responsibility. There is evidence that pharmacy in Latvia experienced complete chaos during that period: private enterprises were nationalised, the number of pharmacy professionals decreased, and medical products from abroad were not supplied to the Latvian market. The Latvian population was rescued from total lack of medications by the last major medication purchase from Germany and the Netherlands shortly before the occupation. All the USSR actions in the pharmaceutical industry were coercive. With the occupation of Nazi Germany in the summer of 1941, the Soviet functionaries left the industry. However, in 1945, during the second occupation, the previous procedures were renewed and their results strengthened. It leads to the conclusion that the Soviet political system had an adverse effect on the development of pharmacy in Latvia.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.932
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.019
GPT teacher head0.318
Teacher spread0.298 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations3
Published2019
Admission routes1
Has abstractyes

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