The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Krasiński-Heringa O, Owczarek W, Kozłowska M, et al. The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis. Dermatology Review/Przegląd Dermatologiczny. 2019;106(1):92-94. doi:10.5114/dr.2019.83447. APA Krasiński-Heringa, O., Owczarek, W., Kozłowska, M., Ograczyk-Piotrowska, A., Bednarski, I., & Zalewska-Janowska, A. et al. (2019). The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis. Dermatology Review/Przegląd Dermatologiczny, 106(1), 92-94. https://doi.org/10.5114/dr.2019.83447 Chicago Krasiński-Heringa, Olivia, Witold Owczarek, Magdalena Kozłowska, Alicja Ograczyk-Piotrowska, Igor Bednarski, Anna Zalewska-Janowska, and Joanna Narbutt. 2019. "The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis". Dermatology Review/Przegląd Dermatologiczny 106 (1): 92-94. doi:10.5114/dr.2019.83447. Harvard Krasiński-Heringa, O., Owczarek, W., Kozłowska, M., Ograczyk-Piotrowska, A., Bednarski, I., Zalewska-Janowska, A., and Narbutt, J. (2019). The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis. Dermatology Review/Przegląd Dermatologiczny, 106(1), pp.92-94. https://doi.org/10.5114/dr.2019.83447 MLA Krasiński-Heringa, Olivia et al. "The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis." Dermatology Review/Przegląd Dermatologiczny, vol. 106, no. 1, 2019, pp. 92-94. doi:10.5114/dr.2019.83447. Vancouver Krasiński-Heringa O, Owczarek W, Kozłowska M, Ograczyk-Piotrowska A, Bednarski I, Zalewska-Janowska A et al. The effects of listening to classical music on dehydroepiandrosterone sulfate and subjective anxiety levels in female in-patients with psoriasis. Dermatology Review/Przegląd Dermatologiczny. 2019;106(1):92-94. doi:10.5114/dr.2019.83447.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".