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TREC 2020 PM run monoT5rct (h2oloo)

Submitted run as evaluated by the track.

Overview

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: TREC 2020 PM run monoT5rct (h2oloo)	Protocol: TREC 2020 PM Phase 2: evidence-tier-weighted ranking of retrieved abstracts Dataset: TREC 2020 Precision Medicine: 40 cancer-gene-treatment topics over a 2019 MEDLINE baseline snapshot	0.419 ndcg unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source monoT5rct (h2oloo), TREC 2020 PM Phase 2 egfrnsclc-20261009-protocol-trec2020-pm-phase2-evidence Aggregation: Not reported Overview of the TREC 2020 Precision Medicine Track; NIST TREC Browser, Precision Medicine 2020 runs page · Overview Table 6 (PDF page 9), block 'exp-gains', row 2: team 'h2oloo', run 'monoT5rct'
Configuration: TREC 2020 PM run monoT5rct (h2oloo)	Protocol: TREC 2020 PM Phase 2: evidence-tier-weighted ranking of retrieved abstracts Dataset: TREC 2020 Precision Medicine: 40 cancer-gene-treatment topics over a 2019 MEDLINE baseline snapshot	0.424 ndcg unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Independent external evaluation · Source checked Methods, coverage and source monoT5rct (h2oloo), TREC 2020 PM Phase 2 egfrnsclc-20261009-protocol-trec2020-pm-phase2-evidence Aggregation: Not reported Overview of the TREC 2020 Precision Medicine Track; NIST TREC Browser, Precision Medicine 2020 runs page · Overview Table 6 (PDF page 9), block 'std-gains', row 2: team 'h2oloo', run 'monoT5rct'

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Evidence

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Sources and history

Release 2026-10-10-7b8f80935f90 · Record review: source checked

2 source records and release history

Overview of the TREC 2020 Precision Medicine Track · Original source · Proceedings of the Twenty-Ninth Text REtrieval Conference (TREC 2020), NIST Special Publication 1266; 10-page PDF
NIST TREC Browser, Precision Medicine 2020 runs page · Original source · usnistgov/trec-browser commit 75ec9339eac60126b1045e5858a5ac874ea54a51

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Technical metadata and extraction receipts

Stable ID: egfrnsclc-20261009-config-trec2020-pm-monot5rct

areas: dna-genomes
contexts: clinical_research
method types: supervised_machine_learning
reported name: monoT5rct
foundation model eligible: false
source locator: Overview Tables 5-6; TREC browser runs page, run monoT5rct
missing metadata: version: reason: inapplicable; note: A submitted run is a fixed artifact; its MD5 is recorded where listed
parameters: Run type: automatic. Run description as submitted: A pointwise reranker (monoT5) using the top 1000 documents from the Anserini BM25 baseline. The keywords "meta-analysis" and "randomized controlled trial (RCT)" are added to the query.
model identity note: Run provenance: run_id monoT5rct; run_file_md5 7ff68b6c7ace9180050fbeb632e3f808; listed_in TREC browser runs page

Related records

configuration of: TREC 2020 PM system of team h2oloo
system: monoT5rct (h2oloo), TREC 2020 PM Phase 2

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