Configuration

Pangolin (Smith and Kitzman 2023)

Pangolin (Smith and Kitzman 2023) as run in the cited comparison.

Overview

Pangolin (Smith and Kitzman 2023) as run in the cited comparison.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

6 evaluations · 22 results. Different protocols are not a single leaderboard.

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Tested model or methodProtocolDatasetEvaluation setupMetricEvidence origin

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: BRCA1 saturation genome editing, synonymous and intronic SNVs: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: BRCA1 saturation genome editing, synonymous and intronic SNVs (Smith and Kitzman benchmark set)	0.982 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on BRCA1 saturation genome editing, synonymous and intronic SNVs splicing-follow-up-20261009-protocol-smith2023-brca1-sge-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell B8; row Pangolin, column BRCA1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: BRCA1 saturation genome editing, synonymous and intronic SNVs: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: BRCA1 saturation genome editing, synonymous and intronic SNVs (Smith and Kitzman benchmark set)	0.909 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on BRCA1 saturation genome editing, synonymous and intronic SNVs splicing-follow-up-20261009-protocol-smith2023-brca1-sge-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell B16; row Exon_Pangolin, column BRCA1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: BRCA1 saturation genome editing, synonymous and intronic SNVs: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: BRCA1 saturation genome editing, synonymous and intronic SNVs (Smith and Kitzman benchmark set)	0.986 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on BRCA1 saturation genome editing, synonymous and intronic SNVs splicing-follow-up-20261009-protocol-smith2023-brca1-sge-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell B24; row Intron_Pangolin, column BRCA1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: BRCA1 saturation genome editing, synonymous and intronic SNVs: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: BRCA1 saturation genome editing, synonymous and intronic SNVs (Smith and Kitzman benchmark set)	0.969 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on BRCA1 saturation genome editing, synonymous and intronic SNVs splicing-follow-up-20261009-protocol-smith2023-brca1-sge-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell B32; row Intron_NonCanon_Pangolin, column BRCA1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: FAS exon 6 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: FAS exon 6 saturation MPSA (Smith and Kitzman benchmark set)	0.487 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on FAS exon 6 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-fas-exon6-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell C8; row Pangolin, column FAS
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: FAS exon 6 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: FAS exon 6 saturation MPSA (Smith and Kitzman benchmark set)	0.487 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on FAS exon 6 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-fas-exon6-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell C16; row Exon_Pangolin, column FAS
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MLH1 curated clinical splicing variants: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MLH1 curated clinical splicing variants (Smith and Kitzman benchmark set)	0.931 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MLH1 curated clinical splicing variants splicing-follow-up-20261009-protocol-smith2023-mlh1-curated-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell D8; row Pangolin, column MLH1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MLH1 curated clinical splicing variants: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MLH1 curated clinical splicing variants (Smith and Kitzman benchmark set)	0.776 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MLH1 curated clinical splicing variants splicing-follow-up-20261009-protocol-smith2023-mlh1-curated-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell D16; row Exon_Pangolin, column MLH1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MLH1 curated clinical splicing variants: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MLH1 curated clinical splicing variants (Smith and Kitzman benchmark set)	1 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MLH1 curated clinical splicing variants splicing-follow-up-20261009-protocol-smith2023-mlh1-curated-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell D24; row Intron_Pangolin, column MLH1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MLH1 curated clinical splicing variants: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MLH1 curated clinical splicing variants (Smith and Kitzman benchmark set)	1 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MLH1 curated clinical splicing variants splicing-follow-up-20261009-protocol-smith2023-mlh1-curated-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell D32; row Intron_NonCanon_Pangolin, column MLH1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MST1R (RON) exon 11 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MST1R (RON) exon 11 saturation MPSA (Smith and Kitzman benchmark set)	0.33 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MST1R (RON) exon 11 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-mst1r-exon11-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell F8; row Pangolin, column RON
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MST1R (RON) exon 11 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MST1R (RON) exon 11 saturation MPSA (Smith and Kitzman benchmark set)	0.352 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MST1R (RON) exon 11 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-mst1r-exon11-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell F16; row Exon_Pangolin, column RON
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MST1R (RON) exon 11 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MST1R (RON) exon 11 saturation MPSA (Smith and Kitzman benchmark set)	0.289 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MST1R (RON) exon 11 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-mst1r-exon11-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell F24; row Intron_Pangolin, column RON
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: MST1R (RON) exon 11 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: MST1R (RON) exon 11 saturation MPSA (Smith and Kitzman benchmark set)	0.235 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on MST1R (RON) exon 11 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-mst1r-exon11-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell F32; row Intron_NonCanon_Pangolin, column RON
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: POU1F1 exon 2 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: POU1F1 exon 2 saturation MPSA (Smith and Kitzman benchmark set)	0.948 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on POU1F1 exon 2 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-pou1f1-exon2-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell E8; row Pangolin, column POU1F1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: POU1F1 exon 2 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: POU1F1 exon 2 saturation MPSA (Smith and Kitzman benchmark set)	0.943 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on POU1F1 exon 2 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-pou1f1-exon2-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell E16; row Exon_Pangolin, column POU1F1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: POU1F1 exon 2 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: POU1F1 exon 2 saturation MPSA (Smith and Kitzman benchmark set)	0.962 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on POU1F1 exon 2 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-pou1f1-exon2-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell E24; row Intron_Pangolin, column POU1F1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: POU1F1 exon 2 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: POU1F1 exon 2 saturation MPSA (Smith and Kitzman benchmark set)	0.95 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on POU1F1 exon 2 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-pou1f1-exon2-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell E32; row Intron_NonCanon_Pangolin, column POU1F1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: WT1 exon 9 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: WT1 exon 9 saturation MPSA (Smith and Kitzman benchmark set)	0.667 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on WT1 exon 9 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-wt1-exon9-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell G8; row Pangolin, column WT1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: WT1 exon 9 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: WT1 exon 9 saturation MPSA (Smith and Kitzman benchmark set)	0.36 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on WT1 exon 9 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-wt1-exon9-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell G16; row Exon_Pangolin, column WT1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: WT1 exon 9 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: WT1 exon 9 saturation MPSA (Smith and Kitzman benchmark set)	0.906 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on WT1 exon 9 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-wt1-exon9-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell G24; row Intron_Pangolin, column WT1
Configuration: Pangolin (Smith and Kitzman 2023)	Protocol: WT1 exon 9 saturation MPSA: transcriptome-normalised sensitivity at a 10% background call rate (Smith and Kitzman Table S2) Dataset: WT1 exon 9 saturation MPSA (Smith and Kitzman benchmark set)	0.85 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source Pangolin on WT1 exon 9 saturation MPSA splicing-follow-up-20261009-protocol-smith2023-wt1-exon9-mpsa-tn10 Aggregation: Not reported Benchmarking splice variant prediction algorithms using massively parallel splicing assays; Smith and Kitzman 2023, Additional file 3 (Table S2) · Additional file 3 sheet 'Sensitivity 10% SDV', cell G32; row Intron_NonCanon_Pangolin, column WT1

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Benchmarking splice variant prediction algorithms using massively parallel splicing assays · Original source · Genome Biology 24:294, published 2023-12-21; PMC10734170 full-text XML
Smith and Kitzman 2023, Additional file 3 (Table S2) · Original source · 13059_2023_3144_MOESM3_ESM.xlsx inside the Europe PMC supplementaryFiles zip for PMC10734170

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Technical metadata and extraction receipts

Stable ID: splicing-follow-up-20261009-config-smith2023-pangolin-1-0-2

areas: dna-genomes
contexts: research
method types: supervised_machine_learning
reported name: Pangolin (Smith and Kitzman 2023)
foundation model eligible: false
version: 1.0.2
parameters: Distance set to exon length; Pangolin_max score; MANE Select canonical annotation. Masked or unmasked scores for Table S2 not stated (both were computed). Transcriptome-normalised threshold calling 10% of 500,000 background SNVs: 0.07 (Table S2 'Thresholds' column C)
source locator: Methods 'Scoring with eight splice effect predictors'; Additional file 3 'Thresholds'

Related records

configuration of: Pangolin
system: Pangolin on BRCA1 saturation genome editing, synonymous and intronic SNVs
system: Pangolin on FAS exon 6 saturation MPSA
system: Pangolin on MLH1 curated clinical splicing variants
system: Pangolin on MST1R (RON) exon 11 saturation MPSA
system: Pangolin on POU1F1 exon 2 saturation MPSA
system: Pangolin on WT1 exon 9 saturation MPSA

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