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Record W4415645009 · doi:10.31962/jiitr.v8i1.202

Hubungan pengetahuan dan status gizi ibu hamil terhadap kejadian preeklamsia di uptd puskesmas sukarahayu

2025· article· W4415645009 on OpenAlexaff
Dani Septiana, Fitri Handayani, Nuridha Fauziyah

Bibliographic record

VenueJurnal Ilmiah Ilmu dan Teknologi Rekayasa · 2025
Typearticle
Language
FieldHealth Professions
TopicMethodologies in Health Research and Practice
Canadian institutionsAdidas (Canada)
Fundersnot available
KeywordsAccidental samplingValue (mathematics)Statistical analysisPregnancy

Abstract

fetched live from OpenAlex

World Health Organization (WHO), mengungkapkan kehamilan merupakan keadaan dimana seorang wanita mengandung janin di dalam rahimnya. Kehamilan normal berlangsung selama 40 minggu, 10 bulan atau 9 bulan, gangguan kehamilan sering terjadi pada masa itu diantaranya adalah preeklamsia. Kondisi ini menyebabkan tekanan darah meningkat dan terdapat protein di dalam urinnya. Pengetahuan dan status gizi ibu hamil dapat mempengaruhi kesiapan ibu hamil dalam menangani preeklamsia pada masa kehamilannya. Preeklampsia atau eklampsia adalah penyebab kematian ibu langsung nomor dua setelah perdarahan. Tujuan penelitian ini untuk menganalisis hubungan pengetahuan dan status gizi ibu hamil terhadap kejadian preeklamsia di uptd puskesmas sukarahayu. Penelitian ini merupakan jenis penelitian deskriptif kuantitatif dengan desain korelasi, sampel dalam penelitian ini 50 responden dan teknik sampling menggunakan accidental sampling. Pengumpulan data menggunakan kuesioner pengetahuan dan lembar observasi, analisis data pada penelitian ini menggunakan uji regresi logistik. Hasil analisis didapatkan data variabel pengetahuan dengan p value sebesar 0,432 dan variabel status gizi dengan p value 0,503 dimana kedua hasil tersebut > 0,05 yang artinya hipotesis ditolak. Kesimpulannya Hasil data yang diuji menggunkan uji regresi logistik bahwa pada kedua variabel yang diuji menunjukkan hasil tidak ada hubungan pengetahuan dan status gizi yang signifikan terhadap kejadian preeklamsia di poli KIA UPTD Puskesmas Sukarahayu. Disarankan kepada responden yang masih memiliki pengetahuan kurang tentang preeklamsia agar dapat menambah dan meningkatkan pengetahuan dengan aktif mengikuti penyuluhan yang dilaksanakan petugas kesehatan

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0090.001

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 head0.227
GPT teacher head0.495
Teacher spread0.268 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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