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Record W4411618406 · doi:10.51847/goaq89clrq

10.51847/gOaQ89cLrq

2000· article· en· W4411618406 on OpenAlexvenueno aff

Bibliographic record

VenueTime to knit · 2000
Typearticle
Languageen
FieldMedicine
TopicMaternal Mental Health During Pregnancy and Postpartum
Canadian institutionsnot available
Fundersnot available
KeywordsAnxietyPregnancyTraining (meteorology)PsychologyObstetricsClinical psychologyMedicinePsychiatryGeography

Abstract

fetched live from OpenAlex

The objective of this study was to investigate the effect of towards parenthood program on reducing pregnancy anxiety in primigravida women.The research method was quasi-experimental and there war applied pretest-posttest design along with control group.The study population included all women who visited during the October 2015 in Arash Comprehensive Women Hospital and two women obstetric clinics in District 8, Tehran.They completed Vandenberg pregnancy anxiety questionnaire and finally after considering the criteria for inclusion in the final study, 30 persons were remained in the study who divided randomly into two 15-person groups of experimental and control.Then, the women in the intervention group were involved in 90-minute eight sessions in the "Towards parenthood" workshop and at the end each group again recompleted aforementioned tests.Results along with analysis of mixed variance indicated that training "towards parenthood" program during pregnancy has a significant effect on reducing pregnancy anxiety.According to the results of current study, applying training towards parenthood program in obstetric clinics and hospitals is recommended.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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: Other · Consensus signal: Other
Teacher disagreement score0.057
Threshold uncertainty score0.081

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0030.001
Insufficient payload (model declined to judge)0.9430.939

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 head0.010
GPT teacher head0.236
Teacher spread0.226 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2000
Admission routes1
Has abstractyes

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