613Pediatric Burn Bibliotherapy - An Initial Assessment of Novels About Young Burn Survivors and Their Collective Experiences
Bibliographic record
Abstract
Abstract Introduction Bibliotherapy is the use of books as a therapeutic intervention for structuring interaction between facilitator and participant based on the mutual sharing of literature. Bibliotherapy has been utilized to address childhood teasing, healthy lifestyles in children, and eating disorders. With the dramatic improvements in survival of burn patients over the past decades, biographies and novels featuring pediatric burn survivors have emerged. These patients often face significant barriers in accessing psychosocial support. Our team hypothesized that bibliotherapy could benefit pediatric burn patients. In order to test this hypothesis, as a first step, our team conducted an assessment of the available burn survivor literature. Methods WorldCat book database was queried using the terms “Burn Patient Fiction” (45 results) and “Burn Patient Biography” (53 results). The authors identified 12 books out of these 98 results likely to be appropriate for adolescent and teenage burn patients based on the brief summaries. The 12 books were then read by the research team and analyzed for burn patient demographics and relevant clinical data when available. Simple descriptive statistics were utilized for numerical data Results Out of 12 books read, 5 were biographies & 7 fictional novels. Protagonists mean age at time of injury was 8.7±5.1 years (range 2–16), with 5 males and 7 females. Average injury size was 57±21% TBSA (range: 14–85). 10 of 12 protagonists suffered facial burns; 7 of 12 suffered hand burns. Oral health/dental issues were described in 4 of 12 books. Geographically, these English language novels spanned Australia (1), Canada 92), and the U.S. (9). Average page length was 237±88 pages (range: 64–372). In 11 of 12 books, mechanism of injury involved flame from car accidents (2), house fires (4), and campfires (2). With regards to sources of positive support during the recovery phase, family was the most commonly cited source (11 novels) followed by friends (10), spiritual/religious support (5), sports (3), burn survivor groups (3), hospital psychiatrists (3), and performing arts (2). Appropriate audience group for most books were teenagers (11) with 5 books deemed also appropriate for adults (only 1 book judged appropriate only for adults), and 2 books appropriate for adolescents. Conclusions Several novels and biographies with pediatric burn survivor protagonists have been written over the past 20 years. Commonalities across these books include flame burn etiology, relatively large TBSA, and burn injuries to visible body areas (face and hand). Family and friends were the most common emotional support for these protagonists. Most books were appropriate for teenagers.
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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 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".