BGPT: Author Review: Michael David

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Quick Explanation Copied

Data-integrity warning: the provided “OpenAlex Author Information” for query “Michael David” does not clearly identify a specific “Michael David” author; the top matched author shown is Jeroen J. Bax, and the provided “research data to utilize” contains many unrelated papers. I therefore cannot responsibly attribute scientific quality to “Michael David” from the evidence you supplied.

If you share the target person’s ORCID, affiliation, or a list of their DOIs, I can do a precise, evidence-grounded author review.

Long Explanation

Author Review: “Michael David” — evidence mismatch & what can/can’t be concluded

What you asked: critically review the scientific strength of the author “Michael David.”
What your supplied evidence actually contains: (1) an “OpenAlex Author Information” block whose top match is Jeroen J. Bax (not “Michael David”), and (2) a large bundle of DOIs/paper-like extracted data that appears to cover multiple different research topics and different author teams, not clearly tied to “Michael David.”

Therefore: any claim like “Michael David is X rigorous/novel” would be a non-evidenced attribution, which I will not do.

1) Resolving the identity problem (known vs unknown)

Known from your OpenAlex block: the “top_author” shown is “Jeroen J. Bax” with a very large works_count and cited_by_count, and multiple guideline-related cardiology top works (e.g., ESC guidelines, atrial fibrillation/chronic coronary syndromes/valvular disease).
Unknown: which “Michael David” you mean (there may be many individuals with that name), and which of the included DOIs/paper excerpts belong to that person.
Implication for rigor scoring: I can score the evidence you provided (e.g., how strong the individual papers look), but I cannot validly score the author unless we can map the papers to “Michael David.”

Action needed: an ORCID/affiliation/DOI list for “Michael David” (or confirmation that “Michael David” refers to one of the named authors in your OpenAlex block).

2) Evidence strength of the included preclinical/biomedical papers (not attributed to a specific “Michael David”)

Your dataset includes a JCI (doi:10.1172/JCI198843) glioblastoma + STING agonist + radiotherapy study with explicit in vivo model details and genetic perturbations, including host-vs-tumor STING effects and scRNA-seq/CellChat analyses. The extracted summary and reported methods include survival medians by treatment arm.

Another included biomedical paper is the PFKFB2 cardiac metabolism–electrophysiology study ( .

A structural-biology paper ( ) includes deposited PDB/EMDB identifiers in the provided excerpt.

Core skeptic stance: paper-level “quality” is not the same as “author-level quality,” and strong methods in a multi-author paper do not automatically mean every coauthor personally produced the key analyses.

3) Visualizing raw extracted survival medians (JCI STING+RT study)

The following plot uses only the numeric median survival days values present in your extracted dataset for CT-2A and QPP8v arms. Missing medians ("undefined" in the extraction) are not plotted.

Uncertainty note: the extraction labels several medians as undefined; this limits dose-combination inference from the provided numbers alone.

4) What would strengthen an author-level review (and what to avoid)

Avoid: scoring “Michael David” based only on name matching without ORCID/affiliation/DOI mapping.
Prefer: coauthor position distributions, role-based contribution if available (e.g., corresponding author vs coauthor), and topic-consistent publication history.
Assess rigor: preregistration (if any), data/code availability, replicate experiments, proper controls, and whether conclusions are supported by the strongest endpoints (not just mechanistic surrogates).
Assess bias risks: publication bias, selective reporting, small n, model dependence (species translation), and correlation vs causation. Example: several provided biomedical studies explicitly mention translation/species limitations in the excerpt.

Need the missing link: identify “Michael David”

Provide ORCID (best) or at least 1–3 DOIs you know are by Michael David, and I’ll produce a defensible, citation-grounded author review.

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Updated: April 22, 2026