Plasma ghrelin in alcohol-dependent patients treated in addiction inpatientcentres – preliminary research
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Czarnecki D, Ziółkowski M, Budzyński J, Góralczyk B, Żekanowska E. Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research. Alcoholism and Drug Addiction/Alkoholizm i Narkomania. 2020;33(3):253-274. doi:10.5114/ain.2020.101801. APA Czarnecki, D., Ziółkowski, M., Budzyński, J., Góralczyk, B., & Żekanowska, E. (2020). Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research. Alcoholism and Drug Addiction/Alkoholizm i Narkomania, 33(3), 253-274. https://doi.org/10.5114/ain.2020.101801 Chicago Czarnecki, Damian, Marcin Ziółkowski, Jacek Budzyński, Barbara Góralczyk, and Ewa Żekanowska. 2020. "Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research". Alcoholism and Drug Addiction/Alkoholizm i Narkomania 33 (3): 253-274. doi:10.5114/ain.2020.101801. Harvard Czarnecki, D., Ziółkowski, M., Budzyński, J., Góralczyk, B., and Żekanowska, E. (2020). Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research. Alcoholism and Drug Addiction/Alkoholizm i Narkomania, 33(3), pp.253-274. https://doi.org/10.5114/ain.2020.101801 MLA Czarnecki, Damian et al. "Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research." Alcoholism and Drug Addiction/Alkoholizm i Narkomania, vol. 33, no. 3, 2020, pp. 253-274. doi:10.5114/ain.2020.101801. Vancouver Czarnecki D, Ziółkowski M, Budzyński J, Góralczyk B, Żekanowska E. Plasma ghrelin in alcohol-dependent patients treated in addiction inpatient centres – preliminary research. Alcoholism and Drug Addiction/Alkoholizm i Narkomania. 2020;33(3):253-274. doi:10.5114/ain.2020.101801.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".