Molecular cloning and <i>in vitro</i> evaluation of an infectious simian‐human immunodeficiency virus containing <i>env</i> of a primary Chinese HIV‐1 subtype C isolate
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Human immunodeficiency virus (HIV) clade C is the most prevalent subtype and accounts for approximately 50% of all HIV infections worldwide. In China, the prevalent HIV strains are B'/C subtypes, in which the envelope belongs to subtype C. To evaluate potential AIDS vaccines targeting Chinese viral strains in non-human primate models, we constructed an infectious simian-human immunodeficiency virus (SHIV) that expresses most of the envelope of a primary HIV strain, which was isolated from a HIV-positive intravenous drug user from XinJiang province in China. The resulting chimeric SHIV-XJ02170 was infectious in human, rhesus monkey and cynomolgus monkey peripheral blood mononuclear cells (PBMC) and used CCR5 exclusively as coreceptor.
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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 | 0.003 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it