Adults experienced a long term indwelling urinary catheter as living with the forces of flowing water
Bibliographic record
Abstract
Wilde MH. Urine flowing: a phenomenological study of living with a urinary catheter. Res Nurs Health2002 Feb; 25 : 14 –24 [OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] QUESTION: What are the experiences of adults living with indwelling urinary catheters? Phenomenology. Central New York, USA. 14 adults (age range 35–95 y, 64% women) with long term indwelling urinary catheters (duration 6 mo to 18 y) who lived in the community. The primary reason for wearing the catheter was urinary retention caused by disease conditions, including multiple sclerosis, cerebrovascular accident, enlarged prostate, and spinal cord injury. 7 participants were interviewed once, and 7 were interviewed twice. Interviews were audiotaped and transcribed. The transcripts were analysed to identify themes. Written summaries of the data were clarified and verified with participants. Living with a urinary catheter was found to be like living with the forces of flowing water. The following themes emerged. Vulnerability: the force of flowing water was a metaphor to describe the similarity of the movement of … [1]: {openurl}?query=rft.jtitle%253DResearch%2Bin%2Bnursing%2B%2526%2Bhealth%26rft.stitle%253DRes%2BNurs%2BHealth%26rft.aulast%253DWilde%26rft.auinit1%253DM.%2BH.%26rft.volume%253D25%26rft.issue%253D1%26rft.spage%253D14%26rft.epage%253D24%26rft.atitle%253DUrine%2Bflowing%253A%2Ba%2Bphenomenological%2Bstudy%2Bof%2Bliving%2Bwith%2Ba%2Burinary%2Bcatheter.%26rft_id%253Dinfo%253Adoi%252F10.1002%252Fnur.10020%26rft_id%253Dinfo%253Apmid%252F11807916%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1002/nur.10020&link_type=DOI [3]: /lookup/external-ref?access_num=11807916&link_type=MED&atom=%2Febnurs%2F5%2F4%2F125.atom [4]: /lookup/external-ref?access_num=000173628200003&link_type=ISI
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".