Culture, Context and Experience in Psychiatric Diagnosis
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
The semiotic theory underlying psychiatric diagnosis views symptoms as more or less direct consequences of psychopathological processes. However, cognitive social psychology and clinical ethnography make it clear that symptom experience is embedded in culturally based systems of meaning and discursive practices. Physiological perturbations are organized, experienced and expressed in terms of a nested series of cognitive schemas involving knowledge about symptoms, illnesses or other models of affliction and broader sociomoral notions of self and personhood. Individuals have many competing schemas at their disposal. The relative prominence or weight given to a specific model is determined by the social context and purposes for which the person is reflecting on, recollecting or recounting their experience. Accounts of symptoms and illness experience are therefore highly dependent on the social context of narration. Psychiatric nosology and the process of clinical assessment must consider the ways in which psychopathology is shaped by social and cultural contexts including those of the family, workplace, and health care system as well as global professional, economic and political interests.
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) | 0.001 | 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 it