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Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML · Peer-reviewed

DOI: 10.1093/bioinformatics/btag181

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Records in this release that cite this source. A record can cite several sources.

Results

Values as the source printed them. Compare results only under compatible protocols, datasets and metrics.

ValueMetricModel or configurationDatasetEvaluation
64.49% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
76.18% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
80.10% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
81.95% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
83.13% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
93.32% percentF1 (SNP; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
98.68% percentF1 (SNP; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.47% percentF1 (SNP; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.67% percentF1 (SNP; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.74% percentF1 (SNP; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
89.65% percentF1 (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
95.85% percentF1 (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.02% percentF1 (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.41% percentF1 (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.61% percentF1 (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
67.90% percentPrecision (Indel; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
81.17% percentPrecision (Indel; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
84.97% percentPrecision (Indel; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
86.08% percentPrecision (Indel; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
86.66% percentPrecision (Indel; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
93.37% percentPrecision (SNP; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
98.60% percentPrecision (SNP; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.43% percentPrecision (SNP; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.63% percentPrecision (SNP; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.70% percentPrecision (SNP; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
90.24% percentPrecision (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
96.50% percentPrecision (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.67% percentPrecision (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.94% percentPrecision (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
98.06% percentPrecision (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
61.41% percentRecall (Indel; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
71.76% percentRecall (Indel; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
75.75% percentRecall (Indel; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
78.19% percentRecall (Indel; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
79.88% percentRecall (Indel; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
93.27% percentRecall (SNP; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
98.76% percentRecall (SNP; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.51% percentRecall (SNP; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.71% percentRecall (SNP; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
99.78% percentRecall (SNP; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
89.07% percentRecall (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
95.20% percentRecall (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
96.38% percentRecall (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
96.88% percentRecall (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
97.16% percentRecall (SNPs and indels; GIAB v4.2.1 HG003 confident regions; ONT 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, ONT R10.4.1 5 kHz (EPI2ME giab-2025.01), subsampled to 10x-50xClair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
85.02% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; PacBio 10x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, PacBio Revio (2022Q4 release), subsampled to 10x-50xClair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
94.55% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; PacBio 20x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, PacBio Revio (2022Q4 release), subsampled to 10x-50xClair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
97.10% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; PacBio 30x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, PacBio Revio (2022Q4 release), subsampled to 10x-50xClair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
98.12% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; PacBio 40x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, PacBio Revio (2022Q4 release), subsampled to 10x-50xClair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
98.65% percentF1 (Indel; GIAB v4.2.1 HG003 confident regions; PacBio 50x)Clair3 pileup-only calls (Zheng et al. 2026 Supplementary Table 3)GIAB HG003 whole genome, PacBio Revio (2022Q4 release), subsampled to 10x-50xClair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)

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17 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
attributes.artifact_sha256
99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

Hash scope: Hash scope not separately documented; inspect source record

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Artifact url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13141153/fullTextXML
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

catalogued

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Audit details

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Doi
10.1093/bioinformatics/btag181
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

catalogued

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Licence
CC-BY-4.0
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Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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application/xml
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Publication status
peer_reviewed
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Inspected artifact

Retrieved at
2026-10-11T21:42:40Z
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Inspected artifact

Url
https://doi.org/10.1093/bioinformatics/btag181
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Version
Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Inspected artifact

Description
Primary article retrieved and hashed for the diagnostic genomics execution literature pass (2026-10-11).
Source metadata
Accelerated long-read variant calling with Clair3 for whole-genome sequencing

Original source ↗

No field-specific location recorded

Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
Retrieved: 2026-10-11T21:42:40Z

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Source artifact SHA-256: 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965

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Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

Primary article retrieved and hashed for the diagnostic genomics execution literature pass (2026-10-11).

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Technical metadata and extraction receipts

Stable ID: model-execution-20261011-source-zheng2026-clair3

areas
dna-genomes
contexts
research
url
https://doi.org/10.1093/bioinformatics/btag181
artifact url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13141153/fullTextXML
version
Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
retrieved at
2026-10-11T21:42:40Z
artifact sha256
99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965
doi
10.1093/bioinformatics/btag181
publication status
peer_reviewed
licence
CC-BY-4.0
media type
application/xml
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