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Record W4389272728 · doi:10.17161/kjm.vol16.20961

‘Just the Way it Was’- Perspectives on Sexual Harassment in Medical School and #MeToo of Women Graduating Prior to 1975

2023· article· en· W4389272728 on OpenAlexaboutno aff
Anne Walling, Morgan Gillam, Kari Nilsen

Bibliographic record

VenueKansas Journal of Medicine · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHarassmentAmbivalenceSexual assaultPsychologyQuarter (Canadian coin)MedicineClinical psychologySocial psychologySuicide preventionPoison controlMedical emergency

Abstract

fetched live from OpenAlex

Introduction: The purpose of this study was to assess gender-based mistreatment during medical education recalled by women who attended medical school between 1948 and 1975 and their perspectives on the #MeToo movement. Methods: Methods included a qualitative analysis of video-recorded structured interviews. Results: The 37 participants graduated in classes of 2-20% women. They described pervasive, multi-faceted gender-based mistreatment during training. Twenty (54%) disclosed personal experience of serious sexual mistreatment. Interviewees stressed that attitudes and behaviors toward women and trainees, now regarded as unacceptable, were previously widely accepted or tolerated. The majority (86%) expressed overall positive opinions of their training. Twenty-eight (76%) supported the #MeToo movement, four (11%) had negative opinions, and five (13.5%) were ambivalent or unwilling to comment. Seventeen (46%) were concerned that #MeToo damaged working relationships, twelve (32%) were concerned about overreach, and eight (22%) about false accusations. Conclusions: This group of older female physicians reported extensive experience of gender-based mistreatment and strong support of #MeToo. Nevertheless, about one quarter of the group did not support the #MeToo movement and even supporters expressed high rates of concern about the movement going too far, falsely accusing men of inappropriate behavior, and damaging working relationships. The interviewees did not want their medical training to be characterized as entirely negative, or to be portrayed as victims.

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)0.005
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation 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 score0.140
Threshold uncertainty score0.893

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.065
GPT teacher head0.403
Teacher spread0.338 · 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 teacher head, 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

Citations2
Published2023
Admission routes1
Has abstractyes

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