Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:05.652808Z
Paper Citation Record · LEDGER
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents
As of 20 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2504.14822.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
62 of 62 outbound references displayed
- verified exact0
- verified fuzzy35
- unresolved27
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6a4024e7-c794-4158-847e-c0edcedcb49f · outbound
This paper cites Use of Quantitative or Specific Evidence.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Use of Quantitative or Specific Evidence
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.266002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4d7041a9-6aaf-445a-a261-ddfe92da00cf · outbound
This paper cites Coverage & Representativeness.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Coverage & Representativeness
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.255831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 81a7f360-e9b4-4e9d-bf18-c194167b13d6 · outbound
This paper cites Applied Sciences, 12(15):7515.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Applied Sciences, 12(15):7515
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.319389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fe49fb92-886a-4661-81de-39a8a67c3965 · outbound
This paper cites IEEE Transactions on Visualization and Computer Graphics, 30(2):1533–1548.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents IEEE Transactions on Visualization and Computer Graphics, 30(2):1533–1548
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.308595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b2d0941d-76d6-4c3d-9c54-5207a68c9759 · outbound
This paper cites AutoSurvey: Large Language Models Can Automatically Write Surveys.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents AutoSurvey: Large Language Models Can Automatically Write Surveys
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:05.454773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0354070c-dceb-4733-ae76-808e2250936a · outbound
This paper cites Nutrients, 15(1):148.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Nutrients, 15(1):148
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.297732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7a6d5157-23de-44f7-b1bf-5e037950c23b · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.031948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8fcddd9a-5293-48c4-9a33-a5520bf29c9b · outbound
This paper cites excess of irrelevant evidence.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents excess of irrelevant evidence
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.276151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 639d452e-c22d-4ef5-87f1-17902f3f044f · outbound
This paper cites ( more conclusive result should be made ) The drug has a generally acceptable safety profile, though concerns about nephrotoxicity necessitate careful monitoring.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ( more conclusive result should be made ) The drug has a generally acceptable safety profile, though concerns about nephrotoxicity necessitate careful monitoring
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.883580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a29311e8-2725-4d44-a009-46bd3eeee04a · outbound
This paper cites Variability / Heterogeneity.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Variability / Heterogeneity
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.245429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1e4b0a4b-515d-42c6-a227-6e3bd0177740 · outbound
This paper cites Faithfulness to Source Material.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Faithfulness to Source Material
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.234564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ebee4c50-8b23-489d-8f98-a80adff6ff7d · outbound
This paper cites If none are relevant, clearly state why.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents If none are relevant, clearly state why
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.224822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 73aa2037-f57a-4e66-b449-e40a600d4710 · outbound
This paper cites If it is an existing synthesis, add the new paper’s insights to that synthesis.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents If it is an existing synthesis, add the new paper’s insights to that synthesis
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.214048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf73be26-2f17-4089-95b2-45a216270e44 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.204023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e0bbbf78-f2cf-462c-a829-79d2322067b7 · outbound
This paper cites • Study Design: Describe how the included summaries were chosen.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • Study Design: Describe how the included summaries were chosen
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.193526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d8c1b073-f343-4400-8a78-04e4c40d6487 · outbound
This paper cites identified_relevant_summaries.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents identified_relevant_summaries
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.183202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3409e77d-09c5-4ddb-a0bb-676cb5880f98 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.172224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a9c6314a-7bb2-4158-aeb0-164596ba6f5c · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.162497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22719076-6491-4368-b8a6-78657f60a7b6 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.152054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7105cb8a-35df-4788-aa41-b56b47175583 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.142560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 94ab03c9-974e-4bca-b8eb-d8c089b7056c · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.132672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83aabd8c-1704-435c-85b7-669d9db67729 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.122425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b557b5a4-f5c3-4eb1-91bd-eed71c04e28f · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.113113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 07239b3b-43fc-46ba-81ab-a5b3cdb8e0e7 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.103259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 14cd74ce-2252-4845-aa31-593f9a7d2a75 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.093770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5661d969-9e5e-496c-865e-7cfd5bf90ab0 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.084146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 619c0559-2b9d-4636-8143-1b2230c1004d · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.073739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation afc60a26-f084-4ac4-8d67-5f582db5d764 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.063210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a95803e-6ac0-45b7-9e7b-4daa5f3502f0 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.052850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2828c8a3-c252-473b-a06b-1bd5b76ab26a · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.042466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d83db83-df7c-4f03-ab17-d43430e15223 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.021411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e342f010-f3a1-47d6-85b7-b8e36954d822 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:06.010599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6b0e9e50-2c0b-4b75-95d3-4ceb9c3a57bd · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.998474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 71bc4547-a9b0-40aa-9faf-3922b1f3f069 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.986954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d900d18-fb69-4a3f-b8d1-aa60fa504d34 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.976581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c46cacd5-a939-4d15-b88a-a06d828a58ee · outbound
This paper cites Among the antiviral treatments explored, remdesivir emerged as a promising candidate due to its mechanism of action as an RNA-dependent RNA polymerase (RdRp) inhibitor.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Among the antiviral treatments explored, remdesivir emerged as a promising candidate due to its mechanism of action as an RNA-dependent RNA polymerase (RdRp) inhibitor
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.966325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 058c7a64-a5e1-4b79-9073-180cbcd12797 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.956257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 77e88432-6685-4860-aa38-3203990accaa · outbound
This paper cites The WHO Solidarity Trial, one of the largest global studies, found no significant mortality benefit associated with remdesivir use.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents The WHO Solidarity Trial, one of the largest global studies, found no significant mortality benefit associated with remdesivir use
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.945943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ef639cd9-3a37-4dc6-961c-05f75c255a04 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.936047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 82456d1e-7ac9-4ac2-96db-707970dd008f · outbound
This paper cites While molnupiravir and Paxlovid offer alternative mechanisms for viral inhibition, their clinical effectiveness varies based on patient demographics and disease severity.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents While molnupiravir and Paxlovid offer alternative mechanisms for viral inhibition, their clinical effectiveness varies based on patient demographics and disease severity
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.926321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 70924e13-9ca7-43f8-81bf-b89e5795fdd7 · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.915925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9098aca4-5601-4cd3-900d-5fc43852e45e · outbound
This paper cites an unresolved cited work.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:05.904719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9fc3a3e7-1387-4f08-a2c2-166c67301df7 · outbound
This paper cites Conflict- ing findings across clinical trials can be attributed to variability in study designs, differences in patient selection criteria, and inconsistencies in outcome measures.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Conflict- ing findings across clinical trials can be attributed to variability in study designs, differences in patient selection criteria, and inconsistencies in outcome measures
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.894332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf578d3f-86b7-40b0-ac19-d2b5d063642d · outbound
This paper cites • The scope is clear, defining key outcomes: mortality, clinical improvement, mechanical ventilation, and adverse events.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • The scope is clear, defining key outcomes: mortality, clinical improvement, mechanical ventilation, and adverse events
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.871620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0b643c60-cf40-490c-9241-b5588b4aca5f · outbound
This paper cites It also highlights human involvement in modifying agent actions, ensuring higher accuracy and contextual relevance.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents It also highlights human involvement in modifying agent actions, ensuring higher accuracy and contextual relevance
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.859434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7f9d14d1-3e73-4f24-b20e-fa038ec216f5 · outbound
This paper cites • Users reported that InsightAgent-generated summaries contained more details than the original human reports while maintaining essential findings.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • Users reported that InsightAgent-generated summaries contained more details than the original human reports while maintaining essential findings
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.847789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5d8d6ca1-ed31-4dde-9400-54e90a7f11ef · outbound
This paper cites • One missing point: it could have elaborated more on why remdesivir fails in ventilated patients.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • One missing point: it could have elaborated more on why remdesivir fails in ventilated patients
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.836901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ae595d79-b9d8-46b6-b058-59eee9484f04 · outbound
This paper cites • “One thing that surprised us was how InsightAgent made it easy to explore multiple perspectives—something that usually takes weeks of manual reading and synthesizing.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • “One thing that surprised us was how InsightAgent made it easy to explore multiple perspectives—something that usually takes weeks of manual reading and synthesizing
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.825917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c0434ce5-f860-4e76-b76b-eb6e18894be8 · outbound
This paper cites • The discussion covers too many broad topics (e.g., healthcare disparities, economic costs) that dilute the focus.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • The discussion covers too many broad topics (e.g., healthcare disparities, economic costs) that dilute the focus
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.815305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4dd68ff8-cc5c-4296-a597-7faab039b528 · outbound
This paper cites • Unlike InsightAgent, there is no evidence that human users had control over the summarization process.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • Unlike InsightAgent, there is no evidence that human users had control over the summarization process
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.803920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 56f663aa-891c-4b2e-b9e7-820dd729d7b7 · outbound
This paper cites reduces hospitalization.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents reduces hospitalization
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.793069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0850a0a1-e8f4-4770-ade0-f1ab4d3706f4 · outbound
This paper cites • While the report mentions remdesivir’s role in different treatment settings, it does not explain why outcomes vary.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • While the report mentions remdesivir’s role in different treatment settings, it does not explain why outcomes vary
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.782316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 446daaca-1cd2-4b89-b53e-27d9381cfb0b · outbound
This paper cites There’s no way to verify that the studies included were high quality. The report assumes all findings are equally valid, which is a red flag.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents There’s no way to verify that the studies included were high quality. The report assumes all findings are equally valid, which is a red flag
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.771343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 31de1a2b-5edb-4d6e-bae1-bf32502b845c · outbound
This paper cites • The focus on remdesivir’s effectiveness and safety is evident, but the scope is unclear—it does not specify key outcomes or the target patient population.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • The focus on remdesivir’s effectiveness and safety is evident, but the scope is unclear—it does not specify key outcomes or the target patient population
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.759339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a01dded2-ede4-4c74-a434-129f4a0b4377 · outbound
This paper cites • Unlike InsightAgent, which allowed for human refinement and structured summarization, this system appears to have blindly aggregated text.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents • Unlike InsightAgent, which allowed for human refinement and structured summarization, this system appears to have blindly aggregated text
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.746943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5b607b15-dd08-47d3-94de-9734ab8c61fd · outbound
This paper cites There is no mention of how studies were selected, summarized, or synthesized.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents There is no mention of how studies were selected, summarized, or synthesized
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.736236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 18e3daf4-9555-4211-95a2-c70abe269349 · outbound
This paper cites The report includes key study findings but does not structure them properly, making it difficult to determine which results are most relevant.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents The report includes key study findings but does not structure them properly, making it difficult to determine which results are most relevant
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.725047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dde48bd0-ff2f-49aa-b6e4-39e04d666951 · outbound
This paper cites The report does not provide clear interpretations of the results.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents The report does not provide clear interpretations of the results
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.714684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b79f8b41-c7e4-4beb-9bc3-56510f7a2d52 · outbound
This paper cites It’s hard to extract key takeaways because everything is crammed into a single block of text.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents It’s hard to extract key takeaways because everything is crammed into a single block of text
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:05.703980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7a706cdc-3d9c-4e68-a6df-d6937accf905 · outbound
This paper cites Multimedia Tools and Applications, 81(11):14803–14830.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Multimedia Tools and Applications, 81(11):14803–14830
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.329598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b8e5e527-6d59-49e8-b715-730f7fa5f005 · outbound
This paper cites line-of-action.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents line-of-action
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:06.286922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 942e8393-1c2a-4cef-a3f3-9d55394deb43 · outbound
This paper cites ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary.
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:05.436156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.