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Roohani et al. (Cell, June 2025) describe virtual cells as an emerging frontier at the intersection of AI and biology, name predicting cellular responses to perturbations as a key goal of such cell state models, and announce the Arc Institute's Virtual Cell Challenge as a recurring benchmark competition toward that goal. Copy claim link
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Machine-checked, not reviewed by an editor Stated in source Supported
Supporting evidence: primary · 1 source
Date 2025-06 · publication Records dated 2025 → Role Articulation Register (kind of text) Nonfiction Scope of the passage States the goal and a benchmark for it; does not claim the goal is met. Scope and limits The record documents what this text states, in its register; it is not evidence that the proposition is true and implies no influence on or from any other text. Read in the Europe PMC record of the abstract only. The authors are associated with the Arc Institute, which runs the challenge; the text announces a benchmark and states a goal, not a result.
The evidence 02 primary source Supports the claim
Virtual Cell Challenge: Toward a Turing test for the virtual cell ↗ Europe PMC (record of the PubMed abstract; article in Cell) · 2025-06
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Source excerpt “Virtual cells are an emerging frontier at the intersection of artificial intelligence and biology. A key goal of these cell state models is predicting cellular responses to perturbations.” Location in source Abstract (Europe PMC record for PMID 40578317, abstractText)
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Machine-checked · 2026-10-30
Source details and check notes Authors Roohani YH; Hua TJ; Tung PY; Hsu PD; Goodarzi H; Burke DP Version Retrieved for the candidate pack on 2026-10-30 (SHA-256 bb87c1d70ee8e5cce31f1c7ffeefea15d1f654765b17da48e17ec4a37459549b). Europe PMC REST core search result (JSON, three records); the Cell record (PMID 40578317) is the one cited; the article was not retrieved from cell.com. The author list is partial: it gives the authors the retrieved expression names and leaves out those it abbreviates. Canonical address Open the canonical source ↗ Accessed 2026-10-30 Language English (en) Attribution Roohani YH, Hua TJ, Tung PY, Hsu PD, Goodarzi H, Burke DP, “Virtual Cell Challenge: Toward a Turing test for the virtual cell”, 2025-06. Reuse No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution. Check notes Candidate pack passage, AI in biology (research/ai-in-biology). The quotation (28 words) matched the text retrieved for the candidate pack on 2026-10-30. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. Abstract text relayed by Europe PMC's record of the PubMed abstract: the authors' own text, so primary; the journal expression was not read. The authors' framing. A cross-family machine check (2026-10-30, item B118) re-read the record’s sources and found full support. No human editorial review. primary source Supports the claim
Virtual Cell Challenge: Toward a Turing test for the virtual cell ↗ Europe PMC (record of the PubMed abstract; article in Cell) · 2025-06
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Source excerpt “This recurring and open benchmark competition from the Arc Institute will provide an evaluation framework, purpose-built datasets, and a venue for accelerating model development.” Location in source Abstract (Europe PMC record for PMID 40578317, abstractText)
How it was read Retrieved directly from the publisher
Machine-checked · 2026-10-30
Source details and check notes Authors Roohani YH; Hua TJ; Tung PY; Hsu PD; Goodarzi H; Burke DP Version Retrieved for the candidate pack on 2026-10-30 (SHA-256 bb87c1d70ee8e5cce31f1c7ffeefea15d1f654765b17da48e17ec4a37459549b). Europe PMC REST core search result (JSON, three records); the Cell record (PMID 40578317) is the one cited; the article was not retrieved from cell.com. The author list is partial: it gives the authors the retrieved expression names and leaves out those it abbreviates. Canonical address Open the canonical source ↗ Accessed 2026-10-30 Language English (en) Attribution Roohani YH, Hua TJ, Tung PY, Hsu PD, Goodarzi H, Burke DP, “Virtual Cell Challenge: Toward a Turing test for the virtual cell”, 2025-06. Reuse No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution. Check notes Candidate pack passage, AI in biology (research/ai-in-biology). The quotation (24 words) matched the text retrieved for the candidate pack on 2026-10-30. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. Abstract text relayed by Europe PMC's record of the PubMed abstract: the authors' own text, so primary; the journal expression was not read. What the text announces. A cross-family machine check (2026-10-30, item B118) re-read the record’s sources and found full support. No human editorial review. Status and meaning Editorial status. Not reviewed by an editor . An exploratory record that no editor has accepted. This status does not say whether a person has read any linked passage. Each evidence record above shows how it was checked.
Relation. A passage of the document meets the proposition’s criterion. The record documents what the text states, in its register (fiction and satire are labelled); it is not evidence that the proposition is true and implies no influence on or from another text.
Date. Issue month as given by Europe PMC.
Record ID aib-arg-p2-roohani-2025