Метод инновационного синтеза электромеханических объектов в поисковых задачах с нечеткой исходной информацией
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The condition of 259 infants transferred to the neonatal intensive care unit (NICU) of the Montreal Children's Hospital from Oct. 1, 1974 to Mar. 31, 1975 was evaluated. Their transport was provided by personnel and equipment from the Montreal Children's Hospital. When the transport team arrived at the referring hospital hypothermia (temperature of less than 36 degrees C) was present in 25.2% of the 163 infants for whom complete temperature measurements were available. Most (77.3%) of the infants were warmed during transport and only 3.1% arrived at the NICU with a temperature of less than 35 degrees C. The mortality was significantly higher in babies of all birth weight groups whose core temperature had been below the optimal temperature for survival (36 to 37 degrees C). It appears that the use of appropriate equipment and trained personnel can reduce the incidence of hypothermia and therefore the mortality in infants requiring transfer.
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.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 0.003 |
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 it