Kolaborasi BIM Dan IPD Untuk Optimalisasi Perancangan Rumah Sakit Berbasis Healing Environment
Bibliographic record
Abstract
Transformasi paradigma perancangan fasilitas kesehatan menuju healing environment memerlukan pendekatan integratif yang mengoptimalkan aspek terapeutik, fungsional, dan teknologis. Penelitian ini menganalisis kolaborasi antara teknologi Building Information Modeling (BIM) dan metodologi Integrated Project Delivery (IPD) dalam konteks optimalisasi perancangan rumah sakit berbasis healing environment. Metodologi penelitian menggunakan studi pustaka dengan analisis deskriptif terhadap literatur tahun 2021-2025 dari database akademik terpercaya. Temuan menunjukkan bahwa integrasi BIM-IPD menciptakan platform sinergis yang memfasilitasi simulasi multidimensional parameter terapeutik dan proses kolaboratif multidisiplin. Sinergi teknologi pemodelan canggih dengan struktur tata kelola kolaboratif menghasilkan sistem pendukung keputusan yang dapat mengoptimalkan hasil klinis sambil mempertahankan efisiensi operasional. Kerangka implementasi terintegrasi yang dikembangkan menyediakan panduan praktis untuk adopsi metodologi dalam industri konstruksi kesehatan, memfasilitasi penciptaan lingkungan penyembuhan yang responsif dan berkelanjutan.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".