Some Functions of Canine Liver Perfused ex vivo with Bloodless Fluorocarbon Emulsion
Bibliographic record
Abstract
6 canine livers were perfused extracorporeally with bloodless fluorocarbon emulsion for 6 h. Perfusate was oxygenated in vitro with a mixture of oxygen and carbon dioxide. Biochemical studies were performed on the samples of perfusate taken from the arterial and venous lines of the perfusion circuit, and of the bile. Hepatic tissue was sampled prior to and following 6 h of perfusion for histological and biochemical studies. Changes, if any, found in the concentrations of various components of perfusate and bile, were considered due to the metabolic activity of the liver. Moderate changes of the liver architecture and a decrease of glycogen were found in hepatic tissues studied microscopically. Under the conditions of the present preliminary experiment, canine livers remained functional after 6 h of perfusion.
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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".