Hemoglobin Oxygen Dissociation (P <sub>50</sub> ) in Bronchopulmonary Dysplasia
Bibliographic record
Abstract
A study was devised to determine the P50 in infants with bronchopulmonary dysplasia (BPD). Other factors such as red blood cell 2,3-diphosphoglycerate (2,3-DPG) level proportions of adult (HbA) to fetal (HbF) hemoglobins which could affect P50 were also measured. Fourteen infants with clinical and radiological signs of BPD with a mean post-conceptional age of 42.2 +/- 4.7 weeks born at a mean gestational age of 29.3 +/- 2.0 weeks were evaluated. The percentage of HbF determined in 8 infants was 40.1 +/- 20.3% and the mean 2,3-DPG concentrations was 13.1 +/- 2.2 mumol/g Hb. The P50 was 25.1 +/- 2.7 mm Hg (range 18-29.5 mm Hg). When a HbO2 curve was established based on a large volume of blood consisting of adult blood and newborn cord blood mixed to attain a P50 of 25.1 mm Hg, the PaO2 at 90% O2 saturation was 52 mm Hg. Since there can be a wide range in HbO2 in infants with chronic BPD, pulse oximetry remains the most prudent method of monitoring oxygen therapy in BPD infants.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 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".