Exploring Standardized Zembrin® Extracts from the South African plant Sceletium tortuosum in Dual Targeting Phosphodiesterase-4 (PDE-4) and Serotonin Reuptake Inhibition as potential treatment in Schizophrenia
Bibliographic record
Abstract
Converging evidence suggests that Disrupted in Schizophrenia (DISC-1) is a recognized risk gene for schizophrenia. The interaction of DISC-with PDE-4 (Phosphodiesterase Subtype-4) plays a crucial role in neurodevelopment and neuro-inflammation in schizophrenia. . Serotonin has drawn increased attention for its role in modulating cognition function. Hence dual targeting Selective Serotonin Reuptake site (SSRI) and PDE-4 may offer novel therapeutic paradigm towards augmenting antipsychotics in schizophrenia. Translational studies show that the family of mesembrane-related alkaloids isolated from the South African plant: Sceletium tortuosum have been shown to hit dual targets: SSRI and PDE-4 allosteric site. The promising findings warrant a proof-of-concept randomized controlled study Zembrin extract in schizophrenia.
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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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".