Bibliographic record
Abstract
Muscular contraction of the gall-bladder is the primary determinant of bile delivery into the duodenum. Where bile goes following its secretion by the liver depends upon a co-ordinated series of pressure interrelations between the hepatic secretory pressure at the entrance to the biliary system, a low pressure conduit, and the pressure differences between the gall-bladder, cystic duct and sphincter of Oddi. During fasting, the relatively higher tone in the sphincter of Oddi fosters the entry of bile into the gall-bladder. The gall-bladder accommodates this influx without an increase in intravesicular pressure through its compliance or distensibility, which consists of active muscle relaxation and passive fibroelastic components. The concentrating function of the gall-bladder keeps the volume small. Once about every 120 min during the interdigestive period, gall-bladder emptying occurs coincident with intense duodenal contractions; all part of the migratory myoelectric complex. This helps maintain the enterohepatic circulation of bile salts. Motilin, which mediates these events during fasting, acts by stimulating intrinsic cholinergic nerves. Cholecystokinin is the major determinant of gallbladder emptying with eating. Cholecystokinin acts through pre-ganglionic cholinergic nerves, to initiate gall-bladder contraction. Agonists like cholecystokinin and acetylcholine cause contraction of gall-bladder smooth muscle through signal transduction, which increases intracellular calcium levels and so initiates the contractile machinery. Cholecystokinin also acts on the sphincter of Oddi via pre-ganglionic cholinergic nerves to release vasoactive intestinal polypeptide and nitric oxide, and so lower tone. These events are co-ordinated with motility and secretory events in the upper gastrointestinal tract, delivering bile at appropriate times into the duodenum.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.035 | 0.021 |
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 source (direct Gemma or distilled Codex), 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".