The utility of rapid FIA antigen test to detect SARS-CoV-2infection – preliminary experiences of the Hospitalfor Infectious Diseases in Warsaw
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Horban A, Kowalska J, Dyda T, Ząbek P, Czeszko-Paprocka H. The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2022;39(3):613-614. doi:10.5114/ada.2020.100607. APA Horban, A., Kowalska, J., Dyda, T., Ząbek, P., & Czeszko-Paprocka, H. (2022). The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 39(3), 613-614. https://doi.org/10.5114/ada.2020.100607 Chicago Horban, Andrzej, Justyna D. Kowalska, Tomasz Dyda, Piotr Ząbek, and Hanna Czeszko-Paprocka. 2022. "The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw". Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii 39 (3): 613-614. doi:10.5114/ada.2020.100607. Harvard Horban, A., Kowalska, J., Dyda, T., Ząbek, P., and Czeszko-Paprocka, H. (2022). The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 39(3), pp.613-614. https://doi.org/10.5114/ada.2020.100607 MLA Horban, Andrzej et al. "The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw." Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, vol. 39, no. 3, 2022, pp. 613-614. doi:10.5114/ada.2020.100607. Vancouver Horban A, Kowalska J, Dyda T, Ząbek P, Czeszko-Paprocka H. The utility of rapid FIA antigen test to detect SARS-CoV-2 infection – preliminary experiences of the Hospital for Infectious Diseases in Warsaw. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2022;39(3):613-614. doi:10.5114/ada.2020.100607.
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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 | 0.000 | 0.002 |
| 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 | 0.001 |
| 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".