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Paper Citation Record · LEDGER

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners

As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2504.15386.

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

pith.paper-citation-record.v1
2504.15386 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:31:23.604414Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e50fe3d8-9fff-4779-9241-b684d2f53dc1 · outbound

This paper cites write newline.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.331920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 730a9acd-283e-492d-a66a-180fd3984f8e · outbound

This paper cites P., Thi \'e baut, R., and Parast, L.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners P., Thi \'e baut, R., and Parast, L

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.338519Z digest=sha256:eddd0f53dbf48beafab5dfb9a0059616d2358661b799995825e3cbddb158c99a

Observation e16d4de0-72da-455f-9d2e-5019d3567fa0 · outbound

This paper cites and Parast, L.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Parast, L

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d604daac-35dd-4229-ad58-093c8f1d13e9 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.486446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.349897Z digest=sha256:eea1c495d4319192ac4b6d4586bf40928dfec5bfdd1fe36e0ac0b93eed971b77

Observation b41d4fa8-58c9-43a9-ab04-9bb586f52baa · outbound

This paper cites and Imbens, G.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Imbens, G

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.471273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.355471Z digest=sha256:ff7b1e978345a34be1d18fb8afae4361d0bbcb7d40b9825fcf5cb82a9657cc06

Observation 7eb34cc6-dd64-400b-b1d2-6656515a831a · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.456161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.360349Z digest=sha256:8ac25ff09d148e805e26962972e4f13fa53738b2ac94bf4999bacea36a081d61

Observation 531236d6-a1d4-434c-9ae6-c2479423f583 · outbound

This paper cites and Wager, S.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Wager, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.441098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.365551Z digest=sha256:6b68c475c08ca45ce07de028587b9582f9422d4dd340f73b0989d4a71d528382

Observation dfd0856c-1e8e-491c-8dd3-89baf0d6e853 · outbound

This paper cites and Hochberg, Y.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Hochberg, Y

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.424101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.371489Z digest=sha256:2adc11b098253b3aab33814a21b8ca599c3ba5d57ae18d6cbd4b05cf5479616a

Observation 0f996eff-7705-4b26-90fd-aee1862ac602 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.406418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.376349Z digest=sha256:d42717b6bc4bfc0e3b577da9988809f1b8b3406f012eab34185b985d78715f33

Observation c4ac1e0d-81e6-4cba-86bd-ab05bb61e52d · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.390265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.381487Z digest=sha256:82cf59cf2eb2cb94b0b8e0939589fefcc2772b24b1b236e9f036f994c06dba80

Observation ee0fad67-55ff-4981-872b-552a0578aba6 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.374115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.386660Z digest=sha256:db644fe4e4e0ab4bdc73fc208240c0946d87543076c26863350960241adc3cff

Observation 4c60e1f4-80ac-4db7-9392-0073a5877102 · outbound

This paper cites United states centers for disease control and prevention national health and nutrition examination survey data ( A ugust 2021-- A ugust 2023).

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners United states centers for disease control and prevention national health and nutrition examination survey data ( A ugust 2021-- A ugust 2023)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.357977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.391854Z digest=sha256:91f0bd85c5f7c6633240a53cbdc4a2332a97d608e7baeca3b12cb0e55e5ad946

Observation c3895097-7b13-4887-a8eb-3411c5548b96 · outbound

This paper cites and Weiskirchen, R.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Weiskirchen, R

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.340626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.397564Z digest=sha256:ec89ec39204806d279b9bb88433f120e3360ccd4ab46790831ddfc71b9affc3d

Observation 30b666ec-6805-4f28-8b60-56730c744633 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.402453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.402453Z digest=sha256:9484d514264859eeacf564073e427899061375fd85ec562db84e2018feeb5bcb

Observation 9230d088-e2cc-41fb-b3ed-5b1dbe77559f · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.312157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.406880Z digest=sha256:f2f67d149e792a999210ce95ca58628aa43e442cd220d9a7714f3903c4e3d4a9

Observation 101563c2-0966-4d06-a483-abc70a48388b · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.295969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.411556Z digest=sha256:d3225dff7470b1ed94fae330631db6a971dceb734834258731631d73b412f792

Observation ead442d8-9090-45e8-a2a8-0d94b39f3224 · outbound

This paper cites S., Graubard, B.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners S., Graubard, B

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.280064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.416051Z digest=sha256:cbfbe790ac9b88ceb30b7076105298243e119b0b09b800f54b94ce6c950cba0a

Observation 58c25ba9-ed92-47ca-a6b4-00642b83341f · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.264305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.420258Z digest=sha256:599683626b3c9f5b1748d89d1d23ffc461ed154f70ec56ea2ba268a1bbb0b89f

Observation ee83d926-3842-48c4-baa0-5accbeb947db · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.248570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.424492Z digest=sha256:2e74a7fd6f13a4ac94ecf89ebe1c27b5d46503c7055741cd1a4b6fb80796cd69

Observation 63d7b315-8044-437e-a6ec-602fb8582668 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.428723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.428723Z digest=sha256:738dd3708ed4eb36b82b30a1ac134b7df3eac84d2c0b0ab3abac908e6c9a6d5a

Observation 397474ed-aa09-474f-962a-62205b0456c9 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.222211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.433116Z digest=sha256:29be59da1dfe3da1e896d77efebda6acd350ed16e58a3b45b219d8a022755a92

Observation 5c6aa530-8d03-48c5-b1c4-426ca5d6f5c5 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.205821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.437329Z digest=sha256:7611df2b1c52e94dd21867f8f6ff2cab1fbac14aa07c88aad2a6b26e24d5a478

Observation 5d9173ee-0e34-404b-aab4-56501d39dc25 · outbound

This paper cites M., Steyerberg, E., and Van Klaveren, D.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners M., Steyerberg, E., and Van Klaveren, D

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.190405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.441449Z digest=sha256:f2645b67d1f8b4f5eea5fa578753a0800b9473eb9cc21e359a24959ac7c4d551

Observation 4253b7ea-4344-457e-81fc-805ab31652d0 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.174946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.445895Z digest=sha256:ed7b4fbd5cdd8f860113092f2f0462a5805d7d83a3949c81853f71106f9e0e93

Observation 8582fee5-5376-4897-8f3f-bf2cad0ba36b · outbound

This paper cites and Parast, L.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Parast, L

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.159086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0ea85344-15ee-4670-9c35-9c1ad64bf1a9 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.143289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.453954Z digest=sha256:d2113ea2e12052e7740e2b6964cf283d2921976ff4bedd53cfb3b793dddeba2d

Observation f823123c-cbad-4d80-a19d-0cfccb1702b9 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.128119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.458051Z digest=sha256:95a0434592a94468505c5fac8c5e841bbfecc98c9e0520d5d14860dc535a2480

Observation 37f4da28-28b2-4760-a7c5-12666b6aeec3 · outbound

This paper cites R., Sekhon, J.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners R., Sekhon, J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.112270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.462168Z digest=sha256:8e4473b88af726786df117240036e65f96a0206e15fdf7510ca0f2438f71b261

Observation 2d930f41-dd7d-4a5e-bba6-4f8174b01915 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.095442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.467157Z digest=sha256:98d23412308c7786450216ad3cfa33389c2200513f8c4fdd8fd5bc9e3af71b6a

Observation 7b26fd3b-b2f0-420c-8f2c-bb079cda6592 · outbound

This paper cites B., Solomon, D.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners B., Solomon, D

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.080662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.472040Z digest=sha256:4b908b225adfb16cd7f519f92e28e3b4fe4711d2a63f08d1a656de2c5a818335

Observation 367b43a9-7714-4b06-be64-1d99f135936e · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.065703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.477146Z digest=sha256:379fc93e9168ec40db780f689ecce6bee65a756e0c9a5e80372bf86496ec51d1

Observation 881f73b8-3c63-484a-9c05-b76dd36e9777 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.046467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.481853Z digest=sha256:48e96aebab22abad7ef3290acc2e6fa0e222fbeffd6c97b79a4726683aeda0e2

Observation cdeb4d30-4472-4706-951c-a5230ab1ad10 · outbound

This paper cites and Pearl, J.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Pearl, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:24.030403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.486831Z digest=sha256:a08f35dc515be4a9b068a395506687ce07e7c593ed3785908529b5ec3a819457

Observation 3becec56-bfca-4520-85b2-e1af1e907277 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:24.011052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.491431Z digest=sha256:aee075a6b168d7e3a5bf877ba36a8c3f6bee12ee8794346a956a67cc0f8b904b

Observation 28042048-79fd-4c6d-972f-d098c0208373 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.994287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.496100Z digest=sha256:ea1aa80ea34805f10239e2a48ec291528ab1b52676a368bd9ce1ca1d975e671c

Observation b8a55c37-9367-4ff9-97db-5a91b2217db5 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.978092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.501051Z digest=sha256:c9c13b6fd88988b9d618facc0ca51a30be0d8693f28ec3de29b839c45791c2d4

Observation 98781219-7467-434f-a700-88ab462cabde · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.962262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.505973Z digest=sha256:c957ae059be8c42bca0d52f0f3b533bba2d43498b027dd3eb0f257ed94618233

Observation d81a87e0-27e6-4e22-a2d2-01bb9b03a527 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.945966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.510799Z digest=sha256:3d6ba5b7a9351cb4d9586b0cd986370fd2b71811adb97dfd2ee5d2ca92191789

Observation 113b535b-0f0d-465b-b293-805b9da15fb9 · outbound

This paper cites and Wang, L.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Wang, L

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:23.930136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.515635Z digest=sha256:02e3c7a9491e7652a9fd51bc9e685e5cd89091200f36e191649285ad044d47aa

Observation 47b313df-8c7e-4436-b586-fc1d762dd315 · outbound

This paper cites K., Elliott, M.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners K., Elliott, M

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:23.914617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.520224Z digest=sha256:4141209fa807b9c011f457a003090629198ce60a499e4f766a165c5b60e564bf

Observation 197f2782-db62-4543-9e0a-d434f7811b5a · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.898913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.525102Z digest=sha256:bceb9a148f3a4ff1f2a04d1fd8bc8c3825c27f1367a5f6a7d17d85b65ac5583a

Observation 81b66856-fdd3-4195-b671-9a890d9ef467 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.882242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.529977Z digest=sha256:9717830bd5a1f0399ba9d6c1454b2bfa21065f81cd287b805d547280a4109fca

Observation b080ae61-9d4a-45c8-8ff4-a501958ebb73 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.864103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.534869Z digest=sha256:9f50b820e1fecfc25fe16af3e43c5cfe6624a043961c0590c1a8ec9042e4fb95

Observation 7a98c560-05de-4e83-924d-85af4724fb7d · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.846641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.539475Z digest=sha256:ace6150239df1cc1a182839d9f13888d18df10c0f8c877fc731eed0edec15bc0

Observation 1e14dfcc-39fe-4c6f-94e8-5881ed0b97ed · outbound

This paper cites Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.544397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.544397Z digest=sha256:66549cf459e33214bb10513f4909859f94efcd78801ca77aae8f7266f93fba17

Observation 430933da-122c-4f3e-b04d-ccc2ac2a02e9 · outbound

This paper cites J., Polley, E.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners J., Polley, E

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:23.829883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.549579Z digest=sha256:ee67727785b7fe8e72ffd90ee13e1b49b4da50780eda3b01c215a5042cfb51da

Observation 9318c644-a4b1-4f39-be3c-307a2c73816b · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.812106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.554378Z digest=sha256:21b8d4a6fdc943b93dc41dff250b592734ef72b07d39444fe1deacd3ca43de57

Observation 0d58f03d-57a9-4bf8-9e13-54b8868f8563 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.559415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.559415Z digest=sha256:36f73ff9bb23b04030a3f952a1b320d4efcb2f789cbb60c09465638bbace6423

Observation dac06f2a-41c1-4bcd-95de-256cce6cd237 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.564204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.564204Z digest=sha256:f5d6673682f43a482c4a39bdf860c0d3b41e9bc83702bad46a381dded160465c

Observation 46bc7702-9ae6-448c-8c24-acbd3012157a · outbound

This paper cites and Athey, S.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Athey, S

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.569179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.569179Z digest=sha256:a60275fd01c70de9fbcb784aa8b9af36319b930f25207ed7f574139c7cdf23c3

Observation 411ee1f8-96c1-4ea9-8acb-0d6659c4ccd2 · outbound

This paper cites and Taylor, J.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners and Taylor, J

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:23.574099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:31:23.574099Z digest=sha256:6dc5aeaedf464fcc31c4bf77c1f871613cd5a083a33095f469d73cee6b1e4c40

Observation 6d5fe8ad-bf3a-4aff-8a27-5e4b5f5ef6fc · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.747393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.579369Z digest=sha256:edbc557953ac8ba8cb065fe899ffbce38613899b02a846a46d94c3b87adeaef1

Observation 0136deea-1839-45c8-9630-443be9bc4f8c · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.730630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.585060Z digest=sha256:194d4fcccb9c1c0ee45e7d7d2afc4c328947eb8da1189a4996acc53134d8efbe

Observation fb921604-9d0e-42cd-8b8a-f2d62b9e9869 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.714607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.589777Z digest=sha256:0ab5e8a03d1db35d300525ea86ac22462445fbc1375000b981d99bb394690afc

Observation de52e0dd-1476-49d5-b5ac-7236261e4716 · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.699573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.594603Z digest=sha256:a7e2e9a9a04b95fd7be8fc86633071ebabf7683abf48580087f1a4a5127f0876

Observation b23a887e-0693-4130-a181-fabeff8cfe5d · outbound

This paper cites an unresolved cited work.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:31:23.683888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.599339Z digest=sha256:e452b5d5216130f68cb215ac8193e5ec5b864f156554c4a44967092956faf3d5

Observation 17da515e-2095-4531-9167-455680d30f5d · outbound

This paper cites N., Pya, N., and S \"a fken, B.

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners N., Pya, N., and S \"a fken, B

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:31:23.666674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-16T11:31:23.604414Z digest=sha256:8dbd613372eacd7ca4a8b16db5756076c065b66551d8be45c47c6bf42de14964

Pith citing papers

No inbound Pith citation observations are available.