Paper Citation Record · LEDGER

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model

As of 20 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2505.05534.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.05534 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:10:28.246926Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact13
verified fuzzy14
unresolved5
parse uncertain0
malformed identifier5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation edbe1c0a-8ac2-40a0-97b6-8c8df621f56c · outbound

This paper cites Epidemiological trends and clinical features of the ongoing monkeypox epidemic: A preliminary pooled data analysis and literature review.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Epidemiological trends and clinical features of the ongoing monkeypox epidemic: A preliminary pooled data analysis and literature review

Reference 1

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.501886Z

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 ff7537c7-b90d-4b8f-9c3e-7fd56a246844 · outbound

This paper cites Estimation of local transmissibility in the early phase of monkeypox epidemic in 2022.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Estimation of local transmissibility in the early phase of monkeypox epidemic in 2022

Reference 2

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.487349Z

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 85f07ea7-c66e-44e9-b462-8a437118929c · outbound

This paper cites Available from: https://worldhealthorg.shinyapps.io/mpx global/.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https://worldhealthorg.shinyapps.io/mpx global/

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.135650Z

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 3e38cfc6-8d3f-465f-8bcd-d220528354c9 · outbound

This paper cites Monkeypox infection: An update for the practicing physician.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Monkeypox infection: An update for the practicing physician

Reference 4

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.474053Z

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 5ca79b62-f796-400a-aa8e-b02ed76372e4 · outbound

This paper cites Nowcasting and forecasting the 2022 U.S.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Nowcasting and forecasting the 2022 U.S

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:10:27.756273Z

Source-reported events for the cited work

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Observation ecb0fd8a-8848-4446-91e8-9bebcdc4a561 · outbound

This paper cites Complex agent networks explaining the HIV epidemic among homosexual men in Amsterdam.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Complex agent networks explaining the HIV epidemic among homosexual men in Amsterdam

Reference 6

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:10:27.814428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5227be09-b01d-47fd-b23a-482d0d44d46c · outbound

This paper cites Isolating the sources of racial disparities in HIV prevalence among men who have sex with men (MSM) in Atlanta, GA: A modeling study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Isolating the sources of racial disparities in HIV prevalence among men who have sex with men (MSM) in Atlanta, GA: A modeling study

Reference 7

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.450880Z

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 5e408538-e129-48b0-96da-126027508293 · outbound

This paper cites A review of network models for HIV spread.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model A review of network models for HIV spread

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.121339Z

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 08ad0c37-4049-45ad-a2b9-99447d1e5102 · outbound

This paper cites Proportion of Incident HIV Cases among Men Who Have Sex with Men Attributable to Gonorrhea and Chlamydia: A Modeling Analysis.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Proportion of Incident HIV Cases among Men Who Have Sex with Men Attributable to Gonorrhea and Chlamydia: A Modeling Analysis

Reference 9

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.437110Z

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 c9eb5e62-3c1c-4459-9e32-305dd2c8b27b · outbound

This paper cites Heavy-tailed sexual contact networks and monkeypox epidemiology in the global outbreak, 2022.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Heavy-tailed sexual contact networks and monkeypox epidemiology in the global outbreak, 2022

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T23:10:29.108128Z

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 b7372a4a-7e8f-4acb-9791-f66554341343 · outbound

This paper cites Estimating the relative importance of epidemiological and behavioural param- eters for epidemic mpox transmission: a modelling study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Estimating the relative importance of epidemiological and behavioural param- eters for epidemic mpox transmission: a modelling study

Reference 11

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.423093Z

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 247e80f3-edfd-4f72-a37b-f9e0d4bb472d · outbound

This paper cites an unresolved cited work.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.408178Z

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 a080879e-5dec-41a8-a2d0-1963f8efcce1 · outbound

This paper cites Estimating the incubation period of monkeypox virus during the 2022 multi- national outbreak.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Estimating the incubation period of monkeypox virus during the 2022 multi- national outbreak

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.094303Z

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 40f6459d-ccd0-47fa-a7db-9100a322e3c3 · outbound

This paper cites Time Scales of Human Mpox Transmission in The Netherlands.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Time Scales of Human Mpox Transmission in The Netherlands

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:10:28.145423Z

Source-reported events for the cited work

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Observation 29c871f7-66a8-4946-bcc9-b422076688cc · outbound

This paper cites Modelling the impact of vaccination and sexual behavior adaptations on mpox cases in the USA during the 2022 outbreak.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Modelling the impact of vaccination and sexual behavior adaptations on mpox cases in the USA during the 2022 outbreak

Reference 15

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.383366Z

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 8a7ed4f3-76c0-4f81-bc01-b2c200ecd7d2 · outbound

This paper cites Morbidity and Mortality Weekly Report Strategies Adopted by Gay, Bisexual, and Other Men Who Have Sex with Men to Prevent Monkeypox virus Transmission-United States.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Morbidity and Mortality Weekly Report Strategies Adopted by Gay, Bisexual, and Other Men Who Have Sex with Men to Prevent Monkeypox virus Transmission-United States

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.080765Z

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 c0ab23ce-fc7c-4aa7-874e-85de59d980e5 · outbound

This paper cites The Roles of Unrecognized Mpox Cases, Contact Isolation and Vaccination in Determining Epidemic Size in Belgium: A Modeling Study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model The Roles of Unrecognized Mpox Cases, Contact Isolation and Vaccination in Determining Epidemic Size in Belgium: A Modeling Study

Reference 17

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.369185Z

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 6dc337b8-4767-460f-b85f-7eee00b4b215 · outbound

This paper cites Monkeypox: A review of epidemiological modelling studies and how modelling has led to mechanistic insight.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Monkeypox: A review of epidemiological modelling studies and how modelling has led to mechanistic insight

Reference 18

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.355046Z

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 5c328b6e-8c97-4858-bc48-8a9ce4f85eeb · outbound

This paper cites an unresolved cited work.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:10:29.066672Z

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 255d7c7b-6052-4070-9e1c-5985508a9266 · outbound

This paper cites Temporal Configuration Model: Statistical Inference and Spreading Processes.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Temporal Configuration Model: Statistical Inference and Spreading Processes

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.052472Z

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 8c38667f-c09c-4593-b56b-3854a49cd4f0 · outbound

This paper cites Egocentric sexual networks of men who have sex with men in the United States: Results from the ARTnet study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Egocentric sexual networks of men who have sex with men in the United States: Results from the ARTnet study

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:10:28.173188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41938fcb-9047-408d-9b15-ce791aae8642 · outbound

This paper cites Networks.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:10:28.177178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a571cdef-d94f-4188-910c-b87f3d8962be · outbound

This paper cites an unresolved cited work.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.340079Z

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 e5d1f8a1-edbf-4166-b65d-32871317b0b9 · outbound

This paper cites Heterogeneity of HIV prevalence among the sexual networks of Black and White MSM in Atlanta: illuminating a mechanism for increased HIV risk for young Black MSM.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Heterogeneity of HIV prevalence among the sexual networks of Black and White MSM in Atlanta: illuminating a mechanism for increased HIV risk for young Black MSM

Reference 24

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.325443Z

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 169eaa03-0d33-491e-9cbc-8b3d9d1732fb · outbound

This paper cites Monkeypox Virus Infection in Humans across 16 Countries ˆ a €” Aprilˆ a€“June.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Monkeypox Virus Infection in Humans across 16 Countries ˆ a €” Aprilˆ a€“June

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.038812Z

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 7430ab82-933c-4824-9749-10670d26df43 · outbound

This paper cites Epidemiological and clinical characteristics of patients with monkeypox in the GeoSentinel Network: a cross-sectional study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Epidemiological and clinical characteristics of patients with monkeypox in the GeoSentinel Network: a cross-sectional study

Reference 26

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T23:10:29.024299Z

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 dcd260b6-2693-4eef-b3de-5098bed3cf0f · outbound

This paper cites Clinical presentation and virological assessment of confirmed human monkey- pox virus cases in Spain: a prospective observational cohort study.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Clinical presentation and virological assessment of confirmed human monkey- pox virus cases in Spain: a prospective observational cohort study

Reference 27

Resolution: verified exact; doi, observed 2026-08-15T23:10:28.299566Z

Source-reported events for the cited work

correction dated 2022-12-08. Source: crossref record 10.1016/s0140-6736(22)02504-1->10.1016/s0140-6736(22)01436-2:correction, observed 2026-07-11T03:11:14.625121+00:00. This notice travels one citation hop only.

Observation b187e174-1143-4334-ac55-14f5cb8bf4f5 · outbound

This paper cites CROI 2023: Epidemiology, Diagnosis, and Management of Mpox.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model CROI 2023: Epidemiology, Diagnosis, and Management of Mpox

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:29.010315Z

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 8f63f6f6-4346-4699-8387-c566911bfadd · outbound

This paper cites Available from: https://www.cdc.gov/poxvirus/ monkeypox/cases-data/technical-report/report-4.html#US.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https://www.cdc.gov/poxvirus/ monkeypox/cases-data/technical-report/report-4.html#US

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.995713Z

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 ab86cff6-cb6f-4567-a043-b22c6a225fd0 · outbound

This paper cites Available from: https: //www.cdc.gov/poxvirus/mpox/response/2022/amis-select-behaviors.html#: ∼: text=Inanonlinesurveyof,and50%25reportedreducingsex.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https: //www.cdc.gov/poxvirus/mpox/response/2022/amis-select-behaviors.html#: ∼: text=Inanonlinesurveyof,and50%25reportedreducingsex

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.980303Z

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 f3dbf878-100d-4afd-8113-fec76968b43a · outbound

This paper cites Estimated Effectiveness of JYNNEOS Vaccine in Preventing Mpox : A Multi- jurisdictional Case-Control Study ˆ a€” United States, August 19, 2022ˆ a€“March 58 31, 2023.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Estimated Effectiveness of JYNNEOS Vaccine in Preventing Mpox : A Multi- jurisdictional Case-Control Study ˆ a€” United States, August 19, 2022ˆ a€“March 58 31, 2023

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.963419Z

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 0ddce31a-fa5c-45f3-87b5-4fd772f7e4e4 · outbound

This paper cites JYNNEOS Vaccination Coverage Among Persons at Risk for Mpox ˆ a €” United States, May 22, 2022ˆ a €“January 31, 2023.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model JYNNEOS Vaccination Coverage Among Persons at Risk for Mpox ˆ a €” United States, May 22, 2022ˆ a €“January 31, 2023

Reference 32

Resolution: malformed identifier; doi_truncated, observed 2026-08-15T23:10:28.283853Z

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 2d8d7ffc-b252-4403-89c5-6a55d83a6b56 · outbound

This paper cites Available from: https://github.com/ onnela-lab/mpox-model.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https://github.com/ onnela-lab/mpox-model

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.947983Z

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 671de533-33aa-4bbb-ba69-f5937e28a68d · outbound

This paper cites Vaccine Effectiveness of JYNNEOS against Mpox Disease in the United States.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Vaccine Effectiveness of JYNNEOS against Mpox Disease in the United States

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.933347Z

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 668b8d94-61e7-4661-9d2a-1507db3d1ca8 · outbound

This paper cites Available from: https://www.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https://www

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.918798Z

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 87f24c28-206c-46ad-b8ea-82f55fb4c0df · outbound

This paper cites Available from: https:// www.cdc.gov/poxvirus/mpox/cases-data/mpx-jynneos-vaccine-coverage.html.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Available from: https:// www.cdc.gov/poxvirus/mpox/cases-data/mpx-jynneos-vaccine-coverage.html

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:10:28.903053Z

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 64c39ff6-f3cb-4b07-be64-797d56d64e70 · outbound

This paper cites Incubation Period and Serial Interval of Mpox in 2022 Global Outbreak Compared with Historical Estimates.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model Incubation Period and Serial Interval of Mpox in 2022 Global Outbreak Compared with Historical Estimates

Reference 37

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:10:28.689581Z

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 a9d453dc-8104-4d39-9696-40626aa75d91 · outbound

This paper cites 2022;387(8):679–691.

Modeling the 2022 Mpox Outbreak with a Mechanistic Network Model 2022;387(8):679–691

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T23:10:28.194192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

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