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Record W2415486272 · doi:10.1177/070674370304801013

Lengthy Period of Incarceration as Personal Treatment Goal

2003· letter· en· W2415486272 on OpenAlexvenueno aff
Larry C. Litman

Bibliographic record

VenueThe Canadian Journal of Psychiatry · 2003
Typeletter
Languageen
FieldPsychology
TopicPsychopathy, Forensic Psychiatry, Sexual Offending
Canadian institutionsnot available
Fundersnot available
KeywordsPeriod (music)PsychologyPsychiatryDevelopmental psychology

Abstract

fetched live from OpenAlex

symptoms.Fluoxetine was increased to 10 mg daily, and 3 weeks later his obsessions completely resolved.Nine months after fluoxetine initiation, Mr A was stable on the same medication regimen.The occurrence of OC symptoms in chronic schizophrenia ranges from 7.8% to 46.6% (5).In this report, we suggest that the OC symptoms resolved through 2 possible mechanisms of fluoxetine: first, increased serotonin through 5-HT reuptake and, second, inhibited cytochorme P450 enzyme 2D6 (which would increase risperidone concentrations because risperidone is metabolized by 2D6).This last effect of fluoxetine would be in keeping with the inverse dosage-response relationship of risperidone; that is, at high dosages, D 2 antagonism improves OC symptoms (3).

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0050.001
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0100.011
Insufficient payload (model declined to judge)0.0110.002

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 head0.024
GPT teacher head0.282
Teacher spread0.258 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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".

Quick stats

Citations1
Published2003
Admission routes1
Has abstractno

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