Identification of the genetic component of host susceptibility to viral infection in mice
Bibliographic record
Abstract
Actc1 -actin, alpha, cardiac muscle Acta2 -actin, alpha 2, smooth muscle ANOVA -analysis of variance B6 -C57BL/6 BALF -bronchoalveolar lavage fluid BG -background C5 -hemolytic complement CSS -Chromosome substitution strain DNA -deoxyribonucleic acid DSO -donor strain of origin ECTV -ectromelia virus EEV -extracellular enveloped virion EMMA -Efficient Mixed Model Association eQTL -expression quantitative trait locus FBS -fetal bovine serum Gapdh -Glyceraldehyde-3-Phosphate Dehydrogenase H&E -hematoxylin and eosin HA -hemagglutinin HPRT -hypoxanthine phosphoribosyl-transferase 1 Ifitm3 -interferon-inducible transmembrane 3 IMV -intracellular mature virion Itgb1 -integrin, beta 1 KC -keratinocyte chemoattractant LDH -lactate dehydrogenase LDL -low-density lipoprotein LOD -logarithm of odds LPS -Lipopolysaccharides Lyso-PC -lysophosphatidylcholine MCP-1 -monocyte chemoattractant protein 1 MHC -major histocompatibility complex MP1 -matrix protein 1 MP2 -matrix protein 2 Mx1 or Mx2 -myxovirus resistance protein Myl7 -myosin, light chain 7 NA -neuraminidase NK -natural killer NLR -NOD-like receptor NP -nucleoprotein NS-1 -non-structural protein 1 NS-2 -non-structural protein 2 OAS -2'5'oligoadenylate synthetase OxPL -oxidized phospholipids PA -polymerase acid PAF -platelet activating factor PAMP -Pathogen-associated molecular pattern PB1 -polymerase basic 1 PB2 -polymerase basic 2 PBS -phosphate buffered solution PCA -principal component analysis PCR -Polymerase chain reaction PFA -paraformaldehyde PFU -Plaque forming units PKR -Protein kinase R Pla2g7 -Phospholipase A2, Group VII PR8 -A/PR/8/34 qPCR -quantitative polymerase chain reaction QTL -quantitative trait locus RCS -recombinant congenic strains RFLP -restriction fragment length polymorphism RMP -Resistance to mousepox RNA -ribonucleic acid RNAse L-ribonuclease L RNP -Ribonucleoprotein SSLP -Simple sequence length polymorphism TNF -Tumor necrosis factor
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".