Adapting services to the needs of children and families with complex migration experiences: The Toulouse University Hospital’s intercultural consultation
Bibliographic record
Abstract
This article presents the recently created intercultural consultation at the Medical and Psychological Health Care Service (CMP) of the University Hospital la Grave at Toulouse. The approach of the intercultural consultation was elaborated in response to the increasing diversity of children and families using the service in Toulouse. It is also based on local research that indicates the difficulties service providers encounter when trying to establish a solid therapeutic alliance with families with complex migration backgrounds who accumulate different disadvantaging factors. The intercultural consultation adapts existing models of culture-sensitive consultations in child mental health care in France and Canada to the local context in Toulouse. We describe the underlying principles of the intercultural consultation work, the therapeutic and mediation techniques used, and the way the work is integrated into the global service provision of the CMP. The process is illustrated with a case study followed by a discussion of the innovations.
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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 | 0.000 | 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 | 0.001 | 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".