Continuity of care for children with chronic conditions after discharge: a constructivist grounded theory
Bibliographic record
Abstract
OBJECTIVES: to understand the meaning of continuity of care for children with chronic conditions through transitional care from hospital to home. METHODS: this is a qualitative study, conducted from a Constructivist Grounded Theory perspective. Purposive and theoretical sampling were used to recruit 35 participants, including nurses, professionals from the interprofessional hospital team, and actors responsible for healthcare in the home context. The research was conducted at two large hospitals, between March and September 2019. Semi-structured interviews were conducted. Data analysis was carried out using initial and focused coding, according to constructivist grounded theory. RESULTS: the substantive theory that emerged from this study was named "Postponing the next hospitalization". Eight categories-concepts and 18 elements were derived from the data to support the substantive theory. FINAL CONSIDERATIONS: transitional care from hospital to home acts as a reminder for the resumption of continuity of care after discharge.
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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 | 0.025 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.003 | 0.013 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| 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 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".