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Record W4365812532 · doi:10.1016/j.brs.2023.04.009

Generalized seizure induced by continuous theta-burst stimulation (cTBS) in a patient with bipolar depression: A case report

2023· letter· en· W4365812532 on OpenAlexafffund
Radhika Suneel Kelkar, Vanteemar S. Sreeraj, Urvakhsh Meherwan Mehta, Ameya A. Patwardhan, Jagadisha Thirthalli, Daniel M. Blumberger

Bibliographic record

VenueBrain stimulation · 2023
Typeletter
Languageen
FieldNeuroscience
TopicTranscranial Magnetic Stimulation Studies
Canadian institutionsCentre for Addiction and Mental HealthSunnybrook Health Science Centre
FundersThe Wellcome Trust DBT India AllianceNational Institutes of HealthMinistry of Science, ICT and Future PlanningJanssen PharmaceuticalsNational Research Foundation of KoreaDepartment of Biotechnology, Ministry of Science and Technology, IndiaNational Research FoundationIndiviorBrainsWayMinistry of Science and ICT, South KoreaFondation Brain CanadaCanadian Institutes of Health ResearchCentre for Addiction and Mental Health FoundationWellcome Trust
KeywordsCTBSDepression (economics)PsychologyStimulationBipolar disorderAnesthesiaMedicineNeuroscienceTranscranial magnetic stimulationCognition

Abstract

fetched live from OpenAlex
No abstract in any covered source. Its absence is recorded, not treated as a negative.

No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.281
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.045
GPT teacher head0.289
Teacher spread0.245 · 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 designNot applicable
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

Citations5
Published2023
Admission routes2
Has abstractno

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