Surgical or homemade masks and medical clothing for inactivation of SARS-CoV-2 (COVID-19)
Bibliographic record
Abstract
Aims &Objective: SARS-CoV-2 spreads when you cough, sneeze, talk, sing, laugh, or breathe out rapidly. Therefore, to protect the individuals or health-care workers, the WHO and CDC have given their standard precautions to use the different types of masks depending on the load of SARS-CoV-2 in their working area. We made a mask that not only protect ourselves from SARS-CoV-2 through respiration, but also give us a protection through inactivation of attached SARS-CoV-2. Methods: The spray made by modified molecule of macrocycle (Ghanavi, United States patent; 10147951). The clothing was sprayed and after using in contaminated area was observed under scanning electron microscopy. The virus load was counted using RTPCR. Result: the Load of virus showed reduction up to 64 fold (94%) in sprayed clothing. The inactivation of COVID-19 were observed under scanning electron microscopy Conclusions: By this technology, the spread and transmission of virus from contaminated to clean area can be reduced or controlled.
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 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 | 0.003 |
| 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) | 0.000 | 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 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".