Data on structural analysis of cholesterol binding and sterol selectivity by ABCG5/G8
Bibliographic record
Abstract
ATP-Binding cassette subfamily G (ABCG) sterol transporters maintain whole body endogenous and exogenous sterol homeostasis. A substantial portion of exogenous sterols are undigestible phytosterols (plant sterols), which can introduce complications when accumulated. ABCG5/G8 is the main protein functioning to remove ingested plant sterols providing protection from their toxic effects, although, the structural features behind substrate binding in ABCG5/G8 remain poorly resolved. Within this data article, we present extended preceding in the determination of the cholesterol-bound crystal structure and the sterol docking analysis. The crystal structure was deposited in the Protein Data Bank with the accession number of 8CUB, whereas the diffraction images were deposited at the SBGrid Data Bank. This dataset follows the research article entitled as "Structural analysis of cholesterol binding and sterol selectivity by ABCG5/G8" (doi: 10.1016/j.jmb.2022.167795).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".