Bibliographic record
Abstract
Hall, Wendy J. Alison's Asthma. Mediwonderland, 2018. Part of the Mediwonderland series of works by author Wendy J. Hall, Alison’s Asthma tackles the common inflammatory disease, asthma. Beginning with listing some of the symptoms of asthma, as faced by the protagonist Alison, the book details the tests required in the process of asthma diagnosis, as well as the available treatments. Focusing also on positive aspects of the journey, such as Alison’s opportunity to choose a style of medical alert bracelet, as well her continued ability to run and play with her friends, Alison’s story comforts and informs readers who may be facing similar circumstances. The telling of Alison’s story is aided by the brightly coloured drawings, which accompany each page of text. Although these illustrations are simple, they establish flow within the text from one page to the next. These illustrations are also educational, such as the one comparing a normal airway to an asthmatic one. Highly educational and written in accessible language, this book is intended to educate the masses, and breaks down a medical journey faced by many into simple, undaunting steps. However, because of its educational intent, the book tends to be less engaging. While Alison’s journey is realistic, it lacks the details required to engage the audience, instead presenting facts. With that being said, Alison’s Asthma is a perfect read for young children, who, with the help of an adult, will learn the ins and outs of the medical world. Therefore, Alison’s Asthma is a worthwhile read, which will leave its audience comforted and informed! Recommended: 3 out of 4 stars Reviewer: Madeline C. Crichton Madeline Crichton is a University of Alberta undergraduate student with a lifelong passion for reading. When she is not preoccupied with her studies, Madeline is busy volunteering in a variety of roles in her community.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.097 | 0.059 |
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".