Parents living with a child afflicted by a life-limiting medical condition: Typology of their narrative identity
Bibliographic record
Abstract
Parents of children suffering from a life-limiting medical condition struggle with difficult existential questions. Our objective was to understand why those parents’ interactions with the medical world were so different, ranging from hostile to collaborative, with the themes of identity, spirituality and serenity. A grounded theory design based on the narrative identity framework was used to interview sixteen parents. Three categories emerged: i) Parents in the Almighty category delegate all their power to God or medicine and are the most suffering parents as they do not author their life; ii) Parents in the Me category make every decision on their own causing much anxiety, and they become rebarbative to the medical world; iii) Parents in the Guide category take advice from others, while remaining the authors of their stories and are the most serene parents. Understanding and recognizing these categories can have a major impact on communication with those families.
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How this classification was reachedexpand
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 | 0.020 | 0.032 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".