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Record W4391964855 · doi:10.51644/9781554586431-002

Foreword

2012· book-chapter· en· W4391964855 on OpenAlexaboutno aff
Sonya Grypma

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

My friendship with Dr. Sonya Grypma first began with her telephone call, nine years ago.As a nurse historian, she was researching the work of the Canadian missionary nurses in China, which included my mother, Betty Gale.I could not have predicted, at the time, how interlaced our lives would become.As we spoke further, I began to realize what an opportunity this would be for my family.For many years, my brother Kendall, my sister Patricia, and I, together with our families, had discussed how to make our mother's story known to a wider audience.Through Sonya's research, this could now be possible.Canada has been quiet for too long on the nurses' contributions to the development of western health care in China.She has reopened this chapter in our history.Sonya's first book, Healing Henan, was published in 2008.Meanwhile, we continued to discuss her research into the life and experiences of my mother, both as a missionary nurse and as a civilian internee during the Second World War.Born to missionary parents in China in 1911, she later received her professional training in Toronto and returned to China in 1939 as a missionary nurse.China was already at war.Although the Canadian nurses were separated geographically, they were part of a large and cohesive missionary community.China Interrupted describes their lives in China during this time, how they were able to deal with their war experiences, and how these experiences influenced their life decisions.Sonya has meticulously reviewed all the available records and has met or corresponded with many members of the missionaries' families, including my own.When she asked me to write the foreword for China Interrupted, I was reminded how lives can suddenly be altered by world events over which one has no control.My parents met in China in 1939.My father, Godfrey Gale, was an English missionary doctor who was practising in Qilu.They were married in 1940 and I was born in July 1941.Pearl Harbor was bombed five months later.We were immediately placed under house arrest by the Japanese and spent the duration of the war in civilian internment camps in eastern China.Newly married and with the added responsibility of caring for

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)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.519
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0060.005
Open science0.0020.003
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.5190.523

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 head0.083
GPT teacher head0.350
Teacher spread0.267 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2012
Admission routes1
Has abstractyes

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