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Record W3127746457 · doi:10.15760/etd.7504

Democratic Ideology, the Frontier Ethos, Medical Practice and Hospital Culture: Pacific Northwest Health-Seekers, Community Health and the Sisters of Providence, Vancouver, WA 1856 - 1879

2000· report· en· W3127746457 on OpenAlexaboutno aff
Susan Courtney

Bibliographic record

Venuenot available
Typereport
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsEthosIdeologyFrontierIncentiveGeographyHistoryEthnologyPolitical scienceSociologyArchaeologyLawEconomicsPolitics

Abstract

fetched live from OpenAlex

Most historians readily acknowledge the economic incentive that prompted many pioneers to migrate westward across the overland trail. Health motivations remain generally unexplored. Many Americans had settled the interior regions most suited to farming, especially the acreage around river valleys in the Mississippi drainage system. Unfortunately, health conditions were not favorable to human existence. The dilemma of economic well-being versus health disaster motivated a number of Americans to seek better living conditions. Some chose overland migration to the Pacific Northwest. The situation in contemporary medical practice was a kaleidoscope of competing sects and contradictory convictions. The mainline profession of medicine, failed to meet the needs of patients, was viewed as extreme in nature, and provided justification for the competition that opposed it. Paced with a number of medical options, all of which broke down in the face of epidemic disease, Americans searched for better solutions to medical problems. Assessing the success of health-seekers is a difficult undertaking. One must address both the population as a demographic group, and its individual beliefs about its new environment. The former depends upon generalized statistics from an inherently biased source, since the ability to correctly identify specific diseases was beyond contemporary technology. On the other hand, observations of settlers were often self-fulfilling prophesies that justified their migration; they reflected only romanticized notions of the promised land. Thus, the story is not easily found in either "hard facts" or anecdotal remembrances. The community in the Pacific Northwest possessed certain characteristics, both demographically and philosophically, that influenced its development. The population in the 1860s and 1870s was mostly male and largely youthful. Oregon's mortality rates in the 1860s and 1870s compared favorably with the national averages. With the exception of females of childbearing ages, age group mortality rates were generally below that of the nation. Many aspects of the new environment, including settlement patterns and the age structure of the population, accounted for the lower-than-average death rates. However, the settlers were still left with basic conditions that often worked against them. Many perceived they had found through relocation, health conditions that were vastly superior to those they had abandoned. On the other hand, as communities developed, they were faced with the same problem other more densely populated regions confronted; namely the outbreak of epidemic disease. The Sisters of Charity of Providence came to the Pacific Northwest in 1856 and immediately established institutions that answered the needs

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.650
Threshold uncertainty score0.703

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0200.017
Scholarly communication0.0060.002
Open science0.0010.004
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.300
Teacher spread0.287 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2000
Admission routes1
Has abstractyes

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