<b>Circumventricular Organs: Gateways to the Brain</b> Membrane Properties Of Subfornical Organ Neurons
Bibliographic record
Abstract
SUMMARY 1. The subfornical organ (SFO) is a forebrain circumventricular structure that plays an integral role in the regulation of fluid balance by acting as the interface between the circulation and the central nervous system. Thus, changes in the activity of SFO neurons can have significant effects on key regulatory loci involved in autonomic control, such as the hypothalamus and medulla. 2. Circulating messengers that affect SFO neurons do so through receptor‐mediated regulation of the intrinsic ionic conductances expressed by SFO neurons. It is through the coordinated interaction of the complement of voltage‐gated ion channels that SFO neurons are able to produce unique firing patterns and respond specifically to such a wide range of diverse extracellular messengers.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".