Social Care Interface in Early-Stage Dementia
Bibliographic record
Abstract
OBJECTIVE: Although issues of complementarity and coordination between health care institutions have recently generated great interest, few scholars have studied the thorny interface between formal and informal service networks. This exploratory study investigates the interface between health care practitioners and caregivers of people with Alzheimer's disease living in the community. METHOD: Using Pescosolido's multilevel network model and Martuccelli's sociology of the individual, the authors interviewed 20 practitioners drawn from seven urban groups and analyzed contacts between practitioners and caregivers at the beginning of the care trajectory. RESULTS: The quality of the practitioner-caregiver interface was determined by the players' profiles, internal structures, and external links. Heterogeneous professional groups and the establishment of contacts in the early stages of dementia seemed beneficial. DISCUSSION: The problematic interface between formal and informal service networks could be improved by a greater understanding of microsocial- and organizational-level interactions and implementing a social model of care.
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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 | 0.000 | 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".