Integration of Isan Traditional Knowledge in the Holistic Health Treatment of Postpartum Mothers
Bibliographic record
Abstract
This is a qualitative cultural research into the traditional knowledge used by Northeastern Thai communities to care for mothers during the postpartum period. The research objectives were to study the background, current conditions and problems with the integration of Isan traditional knowledge in the holistic health treatment of postpartum mothers in order to outline an overview of the integration process. Following investigation into nine communities in Northeastern Thailand, it was found that three prominent forms of treatment are adopted. These are namely yu fai, tab maw gleau and herbal massage therapy. The traditional medicine has suffered in recent times through lack of inheritance and changing social conditions causing mothers to seek convenient treatment at local hospitals. There are complaints from these new generation mothers about aches, pains and tiredness that were rarely heard in the past. Thus integration of ancestral wisdom in holistic health care provides a perfect solution to the need for recuperation and the fast recovery of the postpartum mother so that she may take care of her child and return to work.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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; a candidate call from one teacher head, not a consensus.
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".