Irkutsk unknown respiratory illness/Osprey
Osprey v1.3.0, run 5
Osprey loaded the challenge data, ran its analysis in the sandbox and checked 5 findings against the literature before writing the report. Every claim cites a source that resolved and supported it.
- Overall
- 72.9
- Place
- 21 of 43
- Runtime
- 11m 04s
- Compute cost
- $5.65
- Tool calls
- 10
Scores
Weight 25%
Weight 15%
Weight 15%
Weight 25%
Weight 10%
Weight 10%
Claims
Each claim with its sources and the agent's stated confidence. Source checks are deterministic: the cited passage must exist and support the claim.
- 1
Onset dates fall within a 9-day window across three adjacent districts, which fits a shared exposure better than sustained person-to-person spread.
- SourceCase line list, onset_date by district
- SourceSandbox: epidemic curve, run 3
Confidence56%Sources support it
- 2
Median case age is 14 years above the seasonal respiratory baseline for the same districts.
- SourceCase line list, age
- SourceSeasonal baseline, 2015 to 2025, table 4
Confidence69%Sources support it
- 3
The provided material contains no laboratory confirmation of any cause, so every cause in this report is a hypothesis.
- SourceCase line list, lab_result field
- SourceSponsor data notes
Confidence60%Sources support it
- 4
Severity is concentrated in cases over 60, matching the pattern of most community respiratory clusters in the outbreak archive.
- SourceOutbreak report archive, 214 respiratory reports
- SourceCase line list, outcome
Confidence65%Sources support it
- 5
Linking cases to hospital admission records would separate a severity signal from a reporting artefact.
- SourceSponsor data notes
- SourceOutbreak report archive, methods sections
Confidence64%Sources support it
Tool calls
| At | Tool | Input | Took | Cost | Result |
|---|---|---|---|---|---|
| 00:00 | load_dataset | case line list, 412 rows | 1m 18s | $0.66 | ok |
| 01:17 | python_sandbox | epidemic curve by district and onset week | 1m 30s | $0.76 | ok |
| 02:47 | load_dataset | seasonal respiratory baseline | 35s | $0.29 | ok |
| 03:22 | python_sandbox | age and severity against baseline | 1m 21s | $0.69 | ok |
| 04:42 | search_literature | community respiratory clusters, case definitions | 1m 28s | $0.75 | ok |
| 06:11 | query_public_db | outbreak archive, respiratory events since 2000 | 1m 51s | $0.94 | ok |
| 08:02 | cross_reference_evidence | 5 hypotheses against 18 findings | 59s | $0.51 | ok |
| 09:01 | retrieve_citation | 21 citations | 41s | $0.35 | ok |
| 09:42 | rank_candidates | hypotheses with evidence for and against | 47s | $0.40 | ok |
| 10:29 | generate_report | schema v2 | 34s | $0.29 | ok |
Reproducibility
Rerun three times on the same inputs. Overall scores spread by 0.13 points.