Bibliographic record
Abstract
a Abdominal fatness 673-680 Aceruloplasminemia 405-406 Acetaldehyde detoxification in liver 455 Acetaminophen hepatotoxicity 254 -mechanism 255 Acetylcholine 753 Acyl hydrolases 303 Adenosine diphosphate 773 Adiponectin 462 Adipose tissue development, gut microbiota and 513 Adiposity 660 Advanced glycation end products (AGEs), 577-589, See also C-7 serum AGEs associated with NASH -association in liver 579-581 -characteristics 578-579 -circulating 581-584 --in liver cirrhosis 581 --in NASH 581-584 -formation 136-137, 178, 560 -formation pathways of 578-579 --in vitro 579 --in vivo 579, 580 -in hepatic sinusoidal endothelial cells 584 -in hepatic stellate cells 584-585 -in hepatocytes 585-588 --AGEs-elicited insulin resistance in, molecular mechanisms 587 --CRP gene induction in AGEs-exposed Hep3B cells 585 --GW9662 in 586 --IRS-1 phosphorylation 586 --telmisartan in 586-587 -as NASH biomarker 578 -removal 562-563 Advanced lipoxidation end products (ALEs) 138 African siderosis 402 Aggregation, polyglutamine 430-432 Aging 769 Agonist 861 AhR, See Aryl hydrocarbon receptor (AhR) Alanine 191 Alcohol dehydrogenase (ADH) 453 Alcohol hepatotoxicity, mechanisms 460-474 -alcoholic steatosis, 460-464, See also Steatohepatitis, alcoholic; Steatosis, alcoholic Alcoholic drinks 679 -effects on tetrahydropapaveroline 734-735 Alcoholic endotoxemia, 486-490, See also Ethanol-induced endotoxemia -in ALD patients 486-488 --in human subjects 487 -bacterial translocation 489-490 -in experimental models of ALD 488-489 -gender differences in 489 -influence on organs 493-495 --liver 493-494 --lung 495 --pancreas 495 Alcoholic liver disease (ALD), 451-452, 485, 908, See also Alcohol hepatotoxicity; Ethanol metabolism and toxicity -binge drinking 455 -dose-effect relationship 452 -endotoxemia in 486-488 --in experimental models of ALD 488-489 --in human subjects 487 -in females 452-453 -genetic factors influencing 453 -histological features 452 -homocysteine toxicity 815-816 -inflammatory reactions in, mechanism promoting 464-466 -in males 452 Endogenous Toxins.Diet, Genetics, Disease and Treatment.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.833 | 0.751 |
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".