Understanding the Risks of Recent Discharge
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Evidence indicates that people whose mental health problems lead them to require psychiatric hospitalization are at a significantly increased risk of suicide, and that the time immediately following discharge after such hospitalizations is a particularly high-risk time. AIMS: This paper reports on phenomenological findings from a federally funded, mixed-methods study that sought to better understand the observed increased risk for suicide following discharge from an inpatient psychiatric service. METHODS: A purposive sample of 20 recently discharged former suicidal inpatients was obtained. Data were collected in hermeneutic interviews lasting between 1 h and 2 h and analyzed according to van (1997) interpretation of hermeneutic phenomenology. RESULTS: Two key themes, "existential angst at the prospect of discharge" and "trying to survive while living under the proverbial 'sword of Damocles'" were induced. Each of these was comprised of five themes with the first key theme (which is the focus of this paper) encompassing the following: "Feeling scared, anxious, fearful and/or stressed," "Preparedness," "Leaving the place of safety," "Duality and ambivalence," and "Feel like a burden." CONCLUSIONS: Early exploration of and reconciling of patients' expectations regarding inpatient care for their suicidality would be empirically based interventions that could diminish the postdischarge risk for further suicide attempts.
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.
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) | 0.005 | 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 it