Paper Citation Record · LEDGER

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration

As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2509.04604.

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

pith.paper-citation-record.v1
2509.04604 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T06:02:04.632286Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

48 of 48 outbound references displayed

verified exact8
verified fuzzy13
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e748a781-b838-48ed-82c8-ecfda67023bb · outbound

This paper cites Athey, J.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Athey, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:06.025227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9cbc8dec-f9ce-40f0-a741-c82fe523c3f7 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:06.015079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df2f5028-0798-41c7-b0f9-d726e49b73f4 · outbound

This paper cites Boulenger, H.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Boulenger, H

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-05T06:02:05.758445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 000a2bd4-6b46-4d4d-a7cc-2762b00987c2 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:06.006009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e996f247-cbd3-4fe4-ad33-57214a6f9bbc · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.996905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9ab154f-c297-403c-afe5-42562d648965 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:02.506742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ddadf9-6937-471a-8c5c-8a07c64157e3 · outbound

This paper cites Carnegie, V.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Carnegie, V

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-05T06:02:05.692871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 208afd9d-2681-4365-b99d-b27ea5df5eef · outbound

This paper cites Chernozhukov, D.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Chernozhukov, D

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:02.702167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec656244-3461-4140-9f58-6e82c158a95c · outbound

This paper cites Causal inference methods for combining randomized trials and observational studies: a review.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Causal inference methods for combining randomized trials and observational studies: a review

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:02.760899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1a7b8d-397d-4c08-a8fa-b798e9b712a4 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.982748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2636d97e-7834-4f38-87fc-c54178540b44 · outbound

This paper cites Towards causally interpretable meta-analysis: transporting inferences from multiple studies to a target population.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Towards causally interpretable meta-analysis: transporting inferences from multiple studies to a target population

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:02.933191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d878a8f-16a8-4e89-9abc-8e444e070bcd · outbound

This paper cites DerSimonian and N.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration DerSimonian and N

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.974859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04177345-55a5-4c2d-bfa1-d93092e07aea · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.965793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ec1622e-5f8f-4dbc-a6c8-f076825be29e · outbound

This paper cites Dorie, G.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Dorie, G

Reference 14

Resolution: verified exact; doi, observed 2026-08-05T06:02:05.256470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3cce6a5c-58d6-4c18-9fb1-3704ce745730 · outbound

This paper cites Dorie, H.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Dorie, H

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.957308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c228b6fb-bf3d-467a-aea0-a6d60e6c0304 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.949130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bbb6dde1-9b84-4947-8907-7f7f9e4f6e97 · outbound

This paper cites D’Agostino, C.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration D’Agostino, C

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.940594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26800356-52a9-4aa1-8b80-45d9cccd7a91 · outbound

This paper cites Girardi, M.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Girardi, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.931021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7740f33b-79a2-415d-95c8-28751ecf6035 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.921147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05769935-329a-421d-92ba-a72b84c71153 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:03.394823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7319315c-acd0-4e75-b76f-53e90e59e8ec · outbound

This paper cites Herrmann, S.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Herrmann, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.911299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56358ea8-e94f-456f-9943-9b8fc1cff07e · outbound

This paper cites Geminal replacement models based on AGP.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Geminal replacement models based on AGP

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:03.474177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0f67a0-293b-4e03-a9d0-5950832e4d9a · outbound

This paper cites SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:03.511701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6c5837-c9c4-448a-88f9-e34d0bd4f206 · outbound

This paper cites IntHout, J.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration IntHout, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.901819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4803a20a-3618-41b1-a6a7-a69e476602de · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.892859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5814e843-7014-478a-9271-6d9fc1ef994e · outbound

This paper cites Kroenke, R.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Kroenke, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.883131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7910d71-bee9-482b-a7e1-9941669f53e1 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:03.651016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e0e150-f442-4103-92a4-a1777555bc67 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.868411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc276dcb-fb65-4fe9-a79e-0b86d4465c30 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-05T06:02:05.592603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a75f6b06-3b12-406d-b08d-72493981c7b2 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-05T06:02:05.106494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36170f84-0d92-4188-ae92-bca6f4a243b9 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.859227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0f5c5fa-d983-4951-93d0-4ee3e591c0b2 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.850170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 08ec81c6-601b-4584-a6f8-0f3a33c9e88d · outbound

This paper cites Mueller and J.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Mueller and J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.840988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 069473bd-d38d-4984-9eaa-8b8128ae5dd3 · outbound

This paper cites Nie and S.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Nie and S

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:03.886255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec04a8a-28f0-40fc-aea0-36411a034813 · outbound

This paper cites The national institute of mental health strategic plan, May 2024.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration The national institute of mental health strategic plan, May 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.831265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f81573b5-6174-489e-8ff8-5db4c09eb32f · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.820603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 55be6c0a-9306-4616-bd87-e72b0097a45e · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.810479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cad56b9a-c400-489b-8a12-281460b5aa83 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:04.114391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfc9e80-ea04-41e5-a117-4c9217dc530d · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-05T06:02:05.005692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 889b24e9-2264-43e5-92cf-c77f9d1c185a · outbound

This paper cites Roth and P.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Roth and P

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.800235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 88d385d7-14a6-41f9-8aca-30166366ca35 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:04.301513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29b3fc0-289b-429e-bda6-ee247863d558 · outbound

This paper cites an unresolved cited work.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T06:02:05.791444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0197069a-8619-4ff5-8fd6-bd38b4dd6ffd · outbound

This paper cites Snaith, F.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Snaith, F

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.782594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 213815ec-1cf8-4f51-819a-c5b82ad85d56 · outbound

This paper cites Sobel, D.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Sobel, D

Reference 44

Resolution: verified exact; doi, observed 2026-08-05T06:02:04.750699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0c3f4f3-1b1a-41a9-abf2-24b79007e2dd · outbound

This paper cites On the Distinction Between "Conditional Average Treatment Effects" (CATE) and "Individual Treatment Effects" (ITE) Under Ignorability Assumptions.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration On the Distinction Between "Conditional Average Treatment Effects" (CATE) and "Individual Treatment Effects" (ITE) Under Ignorability Assumptions

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-05T06:02:05.386109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4fb10e01-37bd-4857-8481-72244cbafec0 · outbound

This paper cites Viechtbauer.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Viechtbauer

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:04.512026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32e6f63-fd76-42fc-88a3-8dbaf3acce12 · outbound

This paper cites Wager and S.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Wager and S

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T06:02:04.573661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f689fc-9f78-4ca1-a733-1d1d5129d8d4 · outbound

This paper cites Yusuf, J.

Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration Yusuf, J

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T06:02:05.767178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.