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Record W2114997511 · doi:10.1176/appi.ps.52.1.96

Antipsychotic Dosing Patterns for Schizophrenia in Three Treatment Settings

2001· article· en· W2114997511 on OpenAlexaff
Gary Remington, Chekkera Shammi, Rustom Sethna, Ruth A. Lawrence

Bibliographic record

VenuePsychiatric Services · 2001
Typearticle
Languageen
FieldMedicine
TopicSchizophrenia research and treatment
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDosingAntipsychoticMedicineDoseChlorpromazineSchizophrenia (object-oriented programming)Antipsychotic drugPsychiatryDefined daily dosePsychiatric hospitalEmergency medicinePediatricsDrugPharmacology

Abstract

fetched live from OpenAlex

Daily dosages of antipsychotic medications were evaluated to determine whether current guidelines advocating lower dosing are being followed. A chart review of 163 outpatients with schizophrenia was undertaken in three outpatient hospital settings-a general community hospital, a provincial hospital, and an academic teaching hospital. The daily dosage in chlorpromazine equivalents was significantly higher in the provincial hospital (773.8 mg) than in the community hospital (355 mg) or the academic hospital (424.8 mg). A greater proportion of patients at the provincial hospital received conventional antipsychotics than novel antipsychotics or depot antipsychotics, and a greater proportion received more than one antipsychotic.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.041
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.022
GPT teacher head0.309
Teacher spread0.287 · 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 designObservational
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

Citations23
Published2001
Admission routes1
Has abstractyes

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