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Record W2086751805 · doi:10.1016/s0022-5347(05)00885-2

Association Between Suicide Attempts and Selective Serotonin Reuptake Inhibitors: Systematic Review of Randomised Controlled Trials

2006· article· en· W2086751805 on OpenAlexaboutno aff
D. Fergusson, Sarah Doucette, Kathleen Cranley Glass, Stan Shapiro, Donagh Healy, P Hebert, Brian F. Hutton

Bibliographic record

VenueThe Journal of Urology · 2006
Typearticle
Languageen
FieldPsychology
TopicSuicide and Self-Harm Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineSystematic reviewClinical trialRandomized controlled trialLibrary sciencePsychiatryFamily medicineMEDLINEInternal medicineLawPolitical science

Abstract

fetched live from OpenAlex

No AccessJournal of UrologyAdult urology1 Apr 2006Association Between Suicide Attempts and Selective Serotonin Reuptake Inhibitors: Systematic Review of Randomised Controlled Trials D. Fergusson, S. Doucette, K.C. Glass, S. Shapiro, D. Healy, P. Hebert, and B. Hutton D. FergussonD. Fergusson More articles by this author , S. DoucetteS. Doucette More articles by this author , K.C. GlassK.C. Glass More articles by this author , S. ShapiroS. Shapiro More articles by this author , D. HealyD. Healy More articles by this author , P. HebertP. Hebert More articles by this author , and B. HuttonB. Hutton More articles by this author View All Author Informationhttps://doi.org/10.1016/S0022-5347(05)00885-2AboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail "Association Between Suicide Attempts and Selective Serotonin Reuptake Inhibitors: Systematic Review of Randomised Controlled Trials." The Journal of Urology, 175(4), p. 1433 Ottawa Health Research Institute, Clinical Epidemiology Program, Ottawa, Ontario, Canada© 2006 by American Urological AssociationFiguresReferencesRelatedDetails Volume 175Issue 4April 2006Page: 1433 Advertisement Copyright & Permissions© 2006 by American Urological AssociationMetricsAuthor Information D. Fergusson More articles by this author S. Doucette More articles by this author K.C. Glass More articles by this author S. Shapiro More articles by this author D. Healy More articles by this author P. Hebert More articles by this author B. Hutton More articles by this author Expand All Advertisement PDF downloadLoading ...

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 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)0.022
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score0.950

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0220.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.033
GPT teacher head0.329
Teacher spread0.296 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

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

Citations43
Published2006
Admission routes1
Has abstractyes

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