The alcohol dependence syndrome: a legacy of continuing clinical and scientific importance
Bibliographic record
Abstract
This paper offers some reflections on Griffith Edwards' continuing legacy with particular reference to his and Milton Gross's formulation of alcohol dependence as a 'provisional' clinical syndrome. The ideas and language from this seminal paper have heavily influenced international diagnostic classification systems. However, it is observed that there has also been significant (and increasing) divergence-in particular around the original proposal that dependence and negative alcohol-related consequences are independent, if inevitably inter-related dimensions. This is most apparent in the conflation of alcohol-related problems and dependence phenomena implicit in DSM-V. It is also argued that the alcohol dependence syndrome (ADS) has substantial continuing influence and relevance to current clinical practice. The hypothesis that degree of alcohol dependence is a useful indicator of the possibility of a return to controlled drinking continues to receive support, and underpins the widespread implementation of brief interventions for 'early stage' problem drinkers. It is suggested that the kind of careful clinical observations that underpinned the original concept of alcohol dependence have continuing relevance to the formulation of improved understanding, measurement instruments, diagnostic systems and clinical responses.
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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 | 0.001 | 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".