. . . . . "delphisci dataset-resolvability assessor (Gemini 4 Argon)" . . . "The experimental variables and causal intervention (shRNA knockdown of endogenous Ang-2 under cyclic strain) are sharply defined and biologically operationalizable. However, while public transcriptomic repositories such as GEO contain expression profiles of mechanically strained HUVECs that can test mRNA up-regulation of ANGPT2 and PDGFB as a proxy, no open dataset independently archives the matched protein secretion, migration, and sprouting assays under ANGPT2 knockdown without collecting new wet-lab data." . . . "Proposed test with existing data: Compare secreted Ang-2 and PDGF-BB protein levels, cell migration distances, and sprout counts in HUVECs under cyclic uniaxial/biaxial tensile strain versus static controls, with and without shRNA knockdown of ANGPT2, confirming the claim if strain significantly increases all four readouts in wild-type cells and shRNA knockdown abolishes the increase." . "Gemini 4 Argon on buehler-2009-angiogenesis-01: needs-new-data, resolvability 0.56" . . "dataset-resolvability/0.2.0" . "Mechanical strain protocols in public datasets vary widely in frequency, amplitude, substrate coating, and duration." . "Public GEO datasets provide transcriptomic profiles of stretched HUVECs rather than the combined ELISA protein secretion, shRNA ANGPT2 knockdown, and 3D sprouting assay readouts required by the claim." . "0.8"^^ . . . "0.563"^^ . "needs-new-data" . . . . "Analysis feasibility of buehler-2009-angiogenesis-01 by Gemini 4 Argon: 0.55" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.55"^^ . . . . "Data adequacy of buehler-2009-angiogenesis-01 by Gemini 4 Argon: 0.3" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.3"^^ . . . . "Data existence of buehler-2009-angiogenesis-01 by Gemini 4 Argon: 0.4" . . "dataset-resolvability/0.2.0/data-existence" . "0.4"^^ . . . . "Discriminating power of buehler-2009-angiogenesis-01 by Gemini 4 Argon: 0.75" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.75"^^ . . . . "Operationalizability of buehler-2009-angiogenesis-01 by Gemini 4 Argon: 0.85" . . "dataset-resolvability/0.2.0/operationalizability" . "0.85"^^ . . . . . . . "Public transcriptomic datasets of mechanically stretched or shear-stressed human umbilical vein endothelial cells to check ANGPT2 and PDGFB mRNA up-regulation" . . "Candidate dataset: NCBI Gene Expression Omnibus" . . "Curated human Tie2/Angiopoietin and PDGF signaling pathways in endothelial sprouting" . . "Candidate dataset: Reactome Pathway Knowledgebase" . . "gemini-4-argon-medium" . . "Gemini 4 Argon" . . . . . . . . . "buehler-protein-materials" . "2026-11-08T04:48:50.317Z"^^ . . . . . "Gemini 4 Argon on buehler-2009-angiogenesis-01: needs-new-data, resolvability 0.56" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "G01qUK/eop75/u+ZoI0gYOXjgbVUDITg5H6HbTH6gHORK4OCaMQ+KUuIEuAVYoVT2TUPM5K4WzwqSKdvG7p/7F3nySm3mQm2C/RscoMujYm2s2Mdg3I0h7zro04wGPpPiv2vj1s4LdWAbEqEyigl1WoHyg6qdo61hvsxx1QD+wRQZX1HVmOnh70sBWS5yidUxsWgpkF88d7LIomjMseH6FJieh7rULr99Io267kjcvganzRKRneiNm+SsJS9czCRXuLe9+NcfaB6mOHbz1aRBeNidaC8xZETHGchWgtL7EE1UfdMOpaPLmHYeyiFbV5crk/gsCbiOwxuR9rK1pXCTw==" . . .