Voices in the wilderness
Bibliographic record
Abstract
Objective To explore how access to a family medicine clinic co-locating with the Children’s Aid Society (CAS) of Hamilton in Ontario helped meet the unique needs of children in care. Design Qualitative research using semistructured face-to-face and telephone interviews. Setting The CAS of Hamilton. Participants Nineteen foster parents. Methods Stakeholders were invited to participate with flyers posted in the clinic, notices that were mailed to foster parents, personal invitations that were distributed during clinic visits, and an internal memo that was distributed to the CAS staff. Informed consent and assent where appropriate was obtained before an interview was started. Interviews were audiorecorded when and where feasible, transcribed, and subsequently underwent inductive, thematic analysis. Common themes evolved by consensus. Main findings Foster parents valued the family medicine clinic co-locating with the CAS. The co-location helped children in care to know that there were others in similar circumstances. Foster parents learned from and shared parenting skills with one another, which resulted in developing confidence in the care they provided. The clinic became a neutral place for children in care, foster parents, and birth parents. The clinic team gathered the children’s complete health records and was responsible for sharing this information when appropriate. Conclusion Access to a family medicine clinic designed specifically for children in care that co-located with the CAS enhanced not only the planning, management, and evaluation of care, but also provided a consistency that was not found in other parts of the children’s lives; this helped generate trusting relationships over time. The co-location provided a strong spoke in the circle of care.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".