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Record W4413115468 · doi:10.1111/bdi.70048

Defining Treatment‐Resistant Bipolar Depression: Recommendations From the <scp>ISBD</scp> Task Force

2025· article· en· W4413115468 on OpenAlexafffund
Eduard Vieta, Roger S. McIntyre, Trisha Suppes, Tamsyn E. Van Rheenen, Balwinder Singh, Kamilla Woznica Miskowiak, Allan H. Young, Lakshmi N. Yatham, Kyooseob Ha, Michael Berk, Holly A. Swartz, Chantal Henry, Maja Pantović-Stefanović, Gerard Anmella, Ayşegül Özerdem, Wiesław Jerzy Cubała, Diego Hidalgo‐Mazzei, Mauricio Tohen, Isabella Pacchiarotti, Paula Villela Nunes, Carlos López‐Jaramillo, Ana González‐Pinto, Paolo Brambilla, Robert M. Post, Jair C. Soares, Michael Bauer, Ana C. Andreazza, Xavier Justes Fradera, Montserrat Cosials-Lopez, Giovanna Fico

Bibliographic record

VenueBipolar Disorders · 2025
Typearticle
Languageen
FieldMedicine
TopicBipolar Disorder and Treatment
Canadian institutionsUniversity of British ColumbiaUniversity of Toronto
FundersNational Center for Advancing Translational SciencesNational Institutes of HealthIdorsia PharmaceuticalsH. Lundbeck A/SNational Natural Science Foundation of ChinaCanadian Institutes of Health ResearchSunovionNovo NordiskPurdue UniversityEisaiSanofiPfizerBausch HealthGeorgia Clinical and Translational Science AllianceAstraZenecaEli Lilly and Company
KeywordsTask forceDepression (economics)Bipolar disorderTask (project management)PsychologyMedicinePsychiatryPolitical scienceCognitionEngineering

Abstract

fetched live from OpenAlex

OBJECTIVE: Despite the availability of approved treatments, a substantial proportion of patients with bipolar disorder experience treatment-resistant bipolar depression (TRBD), characterized by persistent depressive symptoms unresponsive to standard therapies. However, a universally accepted definition of TRBD is lacking. This consensus document, developed by the International Society for Bipolar Disorders (ISBD) Task Force on TRBD, aims to provide a standardized definition of TRBD to facilitate clinical trials, research, and treatment strategies. METHODS: The Task Force employed a literature review, clinical trials analysis, and expert consensus meetings to define TRBD. RESULTS: TRBD was defined as the failure to achieve a significant and sustained clinical response after at least two approved and adequately dosed pharmacological treatments, administered for a sufficient duration with treatment adherence. For bipolar I (BD-I) depression, approved treatments included quetiapine (300-600 mg/day for ≥ 8 weeks), lurasidone (20-120 mg/day for ≥ 6 weeks), the combination of olanzapine (6-12 mg/day) and fluoxetine (25-75 mg/day for ≥ 8 weeks), cariprazine (1.5-3 mg/day for ≥ 6 weeks), and lumateperone (42 mg/day for ≥ 6 weeks). For bipolar II (BD-II) depression, approved treatments included quetiapine (300-600 mg/day for ≥ 8 weeks) and lumateperone (42 mg/day for ≥ 6 weeks). CONCLUSION: This consensus definition aims to provide clarity for clinical trials, improve consistency in research, and guide treatment approaches and inform regulatory pathways. It represents a foundational step in addressing the unmet needs in TRBD and promoting the development of innovative therapeutic strategies. Future efforts will focus on adapting the definition to better align with real-world clinical challenges and optimize patient care.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.833
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 studies0.0010.000
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 head0.010
GPT teacher head0.265
Teacher spread0.255 · 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.

Study designObservational
Domainnot available
GenreReview

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

Citations11
Published2025
Admission routes2
Has abstractyes

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