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Record W4391120003 · doi:10.23880/nhij-16000298

Timing Revealed in Due Course: Exploring Male Perspectives on Menstruation

2023· article· en· W4391120003 on OpenAlexfundno aff
Rehan Haider

Bibliographic record

VenueNursing & Healthcare International Journal · 2023
Typearticle
Languageen
FieldMedicine
TopicMenstrual Health and Disorders
Canadian institutionsnot available
FundersUniversity of KarachiUniversity of Calgary
KeywordsRealmMenstruationViewpointsNatural (archaeology)EnlightenmentPsychologySocial psychologyEpistemologySociologyDevelopmental psychologyHistoryBiology

Abstract

fetched live from OpenAlex

This study delves into the intricate realm of male perceptions of menstruation, shedding light on the evolving perspectives surrounding this natural biological phenomenon. Shifting away from the conventional notion of “Boys, Men, and Menstruation,” this research focuses on the temporal aspect, emphasizing the revelation of understanding as time progresses. This research investigated the attitudes of males towards menstruation, aiming to unearth nuanced insights that transcend customary stereotypes. The altered emphasis on timing, as opposed to gender labels, prompts an exploration of the societal progression toward inclusivity and enlightenment. By adopting a refined approach, this study aspires to promote dialogue on the topic, forging a path toward broader education and acceptance. Through a multidimensional analysis, this research examines the evolution of viewpoints over various periods, encompassing generational and cultural shifts. The central theme of timing underscores the concept that knowledge and acceptance often occur organically in sync with an individual’s readiness. This resonates with the notion that understanding menstruation involves a developmental process characterized by personal growth and societal maturation. “Timing Revealed in Due Course” elucidates the multifaceted nature of male perspectives on menstruation. This study’s departure from traditional labels underscores the significance of temporal progression in fostering a deeper understanding of this natural process. Recognizing that enlightenment unfolds naturally and is contingent upon individual and collective evolution, this research paves the way for a more empathetic and informed society.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.761
Threshold uncertainty score0.604

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.147
GPT teacher head0.444
Teacher spread0.297 · 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 designObservational
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

Citations1
Published2023
Admission routes1
Has abstractyes

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