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Record W2329498958 · doi:10.1107/s0108767308088934

Inhibition of human pancreatic alpha-amylase by montbretin A: a new drug for diabetes and obesity?

2008· article· en· W2329498958 on OpenAlexaff
Lisa Williams, Chris A. Tarling, Harry C. Brastianos, C. Li, R. Zhang, Raymond J. Andersen, Stephen G. Withers, G.D. Brayer

Bibliographic record

VenueActa Crystallographica Section A Foundations of Crystallography · 2008
Typearticle
Languageen
FieldMedicine
TopicNatural Antidiabetic Agents Studies
Canadian institutionsUniversity of British Columbia
FundersBundesministerium für Bildung und Forschung
KeywordsDiabetes mellitusDrugObesityEndocrinologyAlpha (finance)Internal medicineMedicinePharmacologySurgery

Abstract

fetched live from OpenAlex

The gene encoding penicillin binding protein 4 and 5 of Haemophilus influenzae were cloned into the high-expression plasmid pET28 and overexpressed in Escherichia coli BL21 (DE3) star / pLysS respectively.Each proteins were purified more than 95 % and initial crystals were obtained by sitting-drop vapour-diffusion method at 293 K in a lot of conditions.After optimization of each conditions, the single crystals were grown at 293 K, 1 week for data collection.The HiPBP4 crystals belonged to space group P21 with unit-cell parameters a = 64.55Å, b = 92.59Å, c = 104.88Å and β = 107.75° .and the HiPBP5 crystals belonged to space group P212121 with unit-cell parameters a = 41.13Å, b = 53.01Å, c = 201.79Å.These crystals complete data set were collected at Photon factory.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.013
GPT teacher head0.250
Teacher spread0.237 · 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 designBench or experimental
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

Citations2
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueActa Crystallographica Section A Foundations of CrystallographySame topicNatural Antidiabetic Agents StudiesFrench-language works237,207