Significant others' experience of suffering when living with women with breast cancer
Bibliographic record
Abstract
This is an inquiry into how significant others experience being close to a woman suffering from breast cancer. In order to find this out, theme interviews were arranged with 17 women and 16 significant others from four different caring cultures in Sweden and Finland. A phenomenological case study methodology was adopted and in the analysis of the data a scientific teamwork model was employed, based on ideas developed at the Vancouver School of Doing Phenomenology. The findings show that the significant others experience deep often unrelieved suffering. They consider themselves prisoners of a situation of uncertainty and powerlessness when standing by the woman. They are torn between their own suffering and their desire to alleviate the woman's suffering. A vicious circle of mutual protection intensifies the suffering of the significant other, while actively sharing the suffering brings relief. The gravity of the situation creates an ethical urge in the significant other to assume responsibility for life in common with the woman.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".