Correction to “Hemodynamic Effects of Low Versus High Dialysate Bicarbonate Concentration in Hemodialysis Patients”
Bibliographic record
Abstract
Jensen, JSK, Jørgensen, IH, Buus, NH, Jensen, JD, Peters, CD. Hemodynamic Effects of Low Versus High Dialysate Bicarbonate Concentration in Hemodialysis Patients. Hemodialysis International 2024; 28(3): 290–303. https://doi.org/10.1111/hdi.13162. In Figure 3, the individual drops of each participant in orthostatic blood pressure appeared to involve more than the 12 participants used for analysis, as described in the methods section of the paper. The new version of Figure 3 (see below) accurately reflects the blood pressure drop in only the 12 participants who were used for analysis. Importantly, the mean orthostatic drop in blood pressure remains unchanged, and the overall conclusions and interpretations of the data are unaffected by this error. We apologize for any confusion this may have caused.
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 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 | 0.006 | 0.079 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.006 | 0.014 |
| Insufficient payload (model declined to judge) | 0.044 | 0.028 |
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".