Paradigm shift? Purity, progress and the origins of first-episode psychosis
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
First-episode psychosis has garnered significant attention and resources within mental health services in North America, Europe and Australia/New Zealand since the 1990s. Despite this widespread embrace, little scholarship exists that examines underlying concepts, ideologies and imagery embedded within the early intervention paradigm. In this paper, I offer a sociohistorical analysis of the emergence of first-episode psychosis and early intervention as entities in psychiatry, drawing on contemporary philosophical thought to explore various concepts embedded in them. Although scattered references to 'prodrome' and 'incipient cases' exist in the historic psychiatric literature, the notion of first-episode psychosis as a distinct chronological stage emerged in the late 1980s. This occurred in response to a desire for a homogeneous, medication-naive population within schizophrenia research. Thematically, concerns regarding 'purity' as well as notions of 'progress' can be read off of the body of work surrounding the creation of the term and its development into a clinical organising concept. Furthermore, examining the sociohistorical context of the term demonstrates its entanglement with the course of atypical antipsychotic drug development, the expansion of clinical rating scales and wider neoliberal biopolitics within healthcare. Within psychiatry, the early intervention model has been termed a 'paradigm shift,' with the promise that earlier interventions will translate into shorter durations of untreated illness, improved utilisation of services and better prognoses for recovery. While these are laudable goals, they are tied to assumptions about biomedical progress and idealisations of clinical populations that feminist and disability critiques problematise.
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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 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 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