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Record W16840055 · doi:10.1080/09595239100185291

La visión positiva del concepto de utopía en América Latina. Delimitación crítica para su aplicación en México

2008· article· en· W16840055 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDrug and Alcohol Review · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicLatin American Cultural Politics
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Concern has been expressed about alcohol and drug problems among health professionals because of the possibility of professional impairment, although there has been no evidence of increased legal suits by patients against such individuals. Alcohol and drug problems among health professionals were recognized but usually ignored by health professional organizations, except for sporadic disciplinary action, until the mid-1970s. At that time, important initiatives took place, particularly in the USA. Approaches developed so far by health professional groups to help their members with alcohol and drug problems can be broadly categorized as either coercive/therapeutic/disciplinary or therapeutic. The former approach is exemplified by US programs for physicians, and the latter by the approach to that profession in Canada. It is suggested that the employee assistance model is an alternative approach that could be adopted by health professionals, and that this model could be expanded to a health promotion/prevention/assistance model. Although there has been significant progress in the development of programs in Ontario to help health professionals with alcohol and drug problems, this development is faltering because of lack of support from health professional organizations.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.916
Threshold uncertainty score0.813

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.038
GPT teacher head0.359
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it