Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background : Spiraea prunifolia var. simpliciflora (Rosaceae) called “Brial wreath” is a deciduous latifoliate shrub that is widely distributed throughout in Northeast Asia. Phytochemical and biological investigation of S. prunifolia have led to the discovery of biologically active compounds. Pharmacological studies revealed that the extract of the root of S. prunifolia possess antioxidant, antipyretic and anti-inflammatory activities. Some chemical constituents such as sterols, phenolics, terpene and fatty acid, as well as ethanolic extracts from the roots of S. prunifolia, have previously been reported to modulate the deleterious effects of diabetes, to prevent high-fat diet-induced obesity, and to prevent cisplatin-induced nephrotoxicity. Our continuing research was carried out to search for other phytochemical constituents from the leavess of S. prunifolia. The chemical structures of compounds were determined by NMR and FAB/MS spectroscopic data interpretation. Methods and Results : Multiple-preparative liquid chromatography (MPLC) purifications were carried out on YMC LC-forte/R instrument (YMC Kyoto, Japan) equipped with YMC-Pack ODS-A columns (ODS gel : 5 ㎛, 10 ㎜ × 250 ㎜). High-performance liquid chromatography (HPLC) was performed on Agilent Technologies instrument (Aglient Tec., Santa clara, CA, USA) equipped with YMC–Pack Pro C18 columns (ODS gel : 5 ㎛, 4.6 ㎜ × 250 ㎜). Next, quantitative analysis was carried out on UPLC-QqQ/MS 3200 Q-TRAP instrument (AB SCIEX Toronto, Canada) using a ACQUITY UPLC (waters corp.) with an ACQUITY BEH C18 column (2.1 ㎜ × 100 ㎜, 1.7 ㎛). The metabolite samples was applied to preparative reversed-phase HPLC and UPLC using gradient method, solvent A [water + 0.1% formic acid (v/v)] and solvent B [acetonitrile + 0.1% formic acid (v/v)]. Conclusion : In this study, we isolated the major metabolites from the stem of Spiraea prunifolia var. simpliciflora by using MPLC and HPLC. UPLC-QqQ/MS was also used to quantify target compounds. Finally, we established methodology and performed the quantitative analysis on target compounds from the stem of Spiraea prunifolia var. simpliciflora.
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.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.125 | 0.041 |
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 it