Dataset

Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)

WGS input FASTQ in Franzoso et al. 2025.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-10-09-8cc1db47c7f9 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

No verified artifact manifest is linked to this exact record.
artifact hashes: verification is missing
join integrity: verification is missing
score semantics: verification is missing
metric replay: verification is missing

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

No verified artifact manifest is linked to this exact record.
artifact hashes: verification is missing
join integrity: verification is missing
score semantics: verification is missing
metric replay: verification is missing
annotations: verification is missing
dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

No verified artifact manifest is linked to this exact record.
artifact hashes: verification is missing
join integrity: verification is missing
score semantics: verification is missing
recipe pinned: verification is missing
resource estimate: verification is missing

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

No verified artifact manifest is linked to this exact record.
artifact hashes: verification is missing
join integrity: verification is missing
score semantics: verification is missing
independent validation: verification is missing
overlap checked: verification is missing

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Read reviewed discrepancy investigations

Evaluation results

2 evaluations · 18 results. Different protocols are not a single leaderboard.

Filter evaluations

Tested model or methodProtocolDatasetEvaluation setupMetricEvidence origin

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	9.43 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D14; ID 'ERR1955532'; Software 'Parabricks'; column 'Cost ($)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	4:20:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C14; ID 'ERR1955532'; Software 'Parabricks'; column 'Runtime (h/m/s)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	8.16 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D16; ID 'ERR1955536'; Software 'Parabricks'; column 'Cost ($)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	4:22:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C16; ID 'ERR1955536'; Software 'Parabricks'; column 'Runtime (h/m/s)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	10.6 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D18; ID 'ERR1955539'; Software 'Parabricks'; column 'Cost ($)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	8.13 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D20; ID 'ERR1955540'; Software 'Parabricks'; column 'Cost ($)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	4:06:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C20; ID 'ERR1955540'; Software 'Parabricks'; column 'Runtime (h/m/s)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	10.6 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D22; ID 'ERR1955541'; Software 'Parabricks'; column 'Cost ($)'
Configuration: NVIDIA Parabricks Germline v4.0.1-1 on a GCP VM with 48 vCPUs, 58 GB memory and 1 T4 GPU (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	4:40:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Parabricks on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C22; ID 'ERR1955541'; Software 'Parabricks'; column 'Runtime (h/m/s)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	10 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D13; ID 'ERR1955532'; Software 'Sentieon'; column 'Cost ($)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	10.7 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D15; ID 'ERR1955536'; Software 'Sentieon'; column 'Cost ($)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	3:00:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C15; ID 'ERR1955536'; Software 'Sentieon'; column 'Runtime (h/m/s)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	9.76 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D17; ID 'ERR1955539'; Software 'Sentieon'; column 'Cost ($)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	3:45:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C17; ID 'ERR1955539'; Software 'Sentieon'; column 'Runtime (h/m/s)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	8.02 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D19; ID 'ERR1955540'; Software 'Sentieon'; column 'Cost ($)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	3:02:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C19; ID 'ERR1955540'; Software 'Sentieon'; column 'Runtime (h/m/s)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	9.44 compute-cost us-dollar · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), D21; ID 'ERR1955541'; Software 'Sentieon'; column 'Cost ($)'
Configuration: Sentieon DNASeq v202308 on a GCP VM with 64 vCPUs and 57 GB memory (Franzoso et al. 2025)	Protocol: WGS FASTQ-to-VCF runtime and cost on GCP, Sentieon versus Parabricks (Franzoso et al. 2025 Table S2) Dataset: Five WGS samples from Illumina's Polaris project (HiSeq X, 150 bp reads)	3:50:00 runtime second · lower Uncertainty: Not reported by the source: Single run per cell Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Sentieon on GCP, WGS samples (Franzoso et al. 2025) model-execution-20261009-protocol-franzoso2025-wgs-gcp Aggregation: Not reported Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial; Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Table S2 (CTS-18-e70416-s002.xlsx), C21; ID 'ERR1955541'; Software 'Sentieon'; column 'Runtime (h/m/s)'

Source checking is not independent reproduction. Release 2026-10-09-8cc1db47c7f9.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

12 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-09-8cc1db47c7f9
Property and statement	Original source and location	Review and provenance
attributes.accession ERR1955532, ERR1955536, ERR1955539, ERR1955540, ERR1955541 Context-only references	Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML Retrieved: 2026-10-09T20:22:39Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.accession` Source artifact SHA-256: `65ddebf128fb41ddf2c2d7d29094871bdeded0ae0c8c4c89acb29884c65f4d38` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.accession ERR1955532, ERR1955536, ERR1955539, ERR1955540, ERR1955541 Context-only references	Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752 Retrieved: 2026-10-09T20:26:38Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.accession` Source artifact SHA-256: `0b32a6146536f820e547ed5ac458ae789477358dbfdf339a634a9b78e6c60bd7` Hash scope: SHA-256 of CTS-18-e70416-s002.xlsx. Table S1 (CTS-18-e70416-s001.xlsx) from the same bundle has SHA-256 b221919e435217c607ff426d80fc5718c7f4d3e0fbaa6261cf13e8c5b7ae0f4e and is used only to assert sample identifiers. The bundle is assembled per request, so only member hashes are pinned. Archive member: CTS-18-e70416-s002.xlsx Inspected artifact
attributes.population ERR1955532 (44 GB FASTQ); ERR1955536 (42 GB FASTQ); ERR1955539 (47 GB FASTQ); ERR1955540 (35 GB FASTQ); ERR1955541 (47 GB FASTQ) Context-only references	Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML Retrieved: 2026-10-09T20:22:39Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.population` Source artifact SHA-256: `65ddebf128fb41ddf2c2d7d29094871bdeded0ae0c8c4c89acb29884c65f4d38` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.population ERR1955532 (44 GB FASTQ); ERR1955536 (42 GB FASTQ); ERR1955539 (47 GB FASTQ); ERR1955540 (35 GB FASTQ); ERR1955541 (47 GB FASTQ) Context-only references	Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752 Retrieved: 2026-10-09T20:26:38Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.population` Source artifact SHA-256: `0b32a6146536f820e547ed5ac458ae789477358dbfdf339a634a9b78e6c60bd7` Hash scope: SHA-256 of CTS-18-e70416-s002.xlsx. Table S1 (CTS-18-e70416-s001.xlsx) from the same bundle has SHA-256 b221919e435217c607ff426d80fc5718c7f4d3e0fbaa6261cf13e8c5b7ae0f4e and is used only to assert sample identifiers. The bundle is assembled per request, so only member hashes are pinned. Archive member: CTS-18-e70416-s002.xlsx Inspected artifact
attributes.source_locator Table S1; Methods 'Samples and Data Availability' Context-only references	Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML Retrieved: 2026-10-09T20:22:39Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `65ddebf128fb41ddf2c2d7d29094871bdeded0ae0c8c4c89acb29884c65f4d38` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.source_locator Table S1; Methods 'Samples and Data Availability' Context-only references	Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752 Retrieved: 2026-10-09T20:26:38Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `0b32a6146536f820e547ed5ac458ae789477358dbfdf339a634a9b78e6c60bd7` Hash scope: SHA-256 of CTS-18-e70416-s002.xlsx. Table S1 (CTS-18-e70416-s001.xlsx) from the same bundle has SHA-256 b221919e435217c607ff426d80fc5718c7f4d3e0fbaa6261cf13e8c5b7ae0f4e and is used only to assert sample identifiers. The bundle is assembled per request, so only member hashes are pinned. Archive member: CTS-18-e70416-s002.xlsx Inspected artifact
attributes.split Five samples, one run per sample and pipeline Context-only references	Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML Retrieved: 2026-10-09T20:22:39Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.split` Source artifact SHA-256: `65ddebf128fb41ddf2c2d7d29094871bdeded0ae0c8c4c89acb29884c65f4d38` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.split Five samples, one run per sample and pipeline Context-only references	Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752 Retrieved: 2026-10-09T20:26:38Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.split` Source artifact SHA-256: `0b32a6146536f820e547ed5ac458ae789477358dbfdf339a634a9b78e6c60bd7` Hash scope: SHA-256 of CTS-18-e70416-s002.xlsx. Table S1 (CTS-18-e70416-s001.xlsx) from the same bundle has SHA-256 b221919e435217c607ff426d80fc5718c7f4d3e0fbaa6261cf13e8c5b7ae0f4e and is used only to assert sample identifiers. The bundle is assembled per request, so only member hashes are pinned. Archive member: CTS-18-e70416-s002.xlsx Inspected artifact
description WGS input FASTQ in Franzoso et al. 2025. Context-only references	Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML Retrieved: 2026-10-09T20:22:39Z	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `65ddebf128fb41ddf2c2d7d29094871bdeded0ae0c8c4c89acb29884c65f4d38` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
description WGS input FASTQ in Franzoso et al. 2025. Context-only references	Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) Original source ↗ Table S1; Methods 'Samples and Data Availability' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752 Retrieved: 2026-10-09T20:26:38Z	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `0b32a6146536f820e547ed5ac458ae789477358dbfdf339a634a9b78e6c60bd7` Hash scope: SHA-256 of CTS-18-e70416-s002.xlsx. Table S1 (CTS-18-e70416-s001.xlsx) from the same bundle has SHA-256 b221919e435217c607ff426d80fc5718c7f4d3e0fbaa6261cf13e8c5b7ae0f4e and is used only to assert sample identifiers. The bundle is assembled per request, so only member hashes are pinned. Archive member: CTS-18-e70416-s002.xlsx Inspected artifact

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Sources and history

Release 2026-10-09-8cc1db47c7f9 · Record review: source checked

2 source records and release history

Rapid NGS Analysis on Google Cloud Platform: Performance Benchmark and User Tutorial · Original source · Clinical and Translational Science 18(11):e70416, published 2025-11-18; PMC12627752 full-text XML
Franzoso et al. 2025, Table S2 (runtime and costs per sample) and Table S1 (sample identifiers) · Original source · CTS-18-e70416-s002.xlsx (Table S2) inside the Europe PMC supplementary files bundle for PMC12627752

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Technical metadata and extraction receipts

Stable ID: model-execution-20261009-data-franzoso2025-wgs

areas: dna-genomes
contexts: clinical_research
population: ERR1955532 (44 GB FASTQ); ERR1955536 (42 GB FASTQ); ERR1955539 (47 GB FASTQ); ERR1955540 (35 GB FASTQ); ERR1955541 (47 GB FASTQ)
split: Five samples, one run per sample and pipeline
accession: ERR1955532, ERR1955536, ERR1955539, ERR1955540, ERR1955541
source locator: Table S1; Methods 'Samples and Data Availability'
missing metadata: version: reason: unreported

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