Paper Citation Record · LEDGER

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech

As of 14 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2412.15772.

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

pith.paper-citation-record.v1
2412.15772 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:11:01.549315Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:51:11.715203Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:13:14.890243Z

Reference resolution

61 of 61 outbound references displayed

verified exact2
verified fuzzy3
unresolved56
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fca138b7-947f-44d7-a5f7-5d1cf5754578 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.609146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb737a49-8d4d-4985-a5bb-aec78c98def3 · outbound

This paper cites Non-Determinism of "Deterministic" LLM Settings.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Non-Determinism of "Deterministic" LLM Settings

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.257031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4359f7b7-935f-4f9d-bd8d-8944ef874815 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.596100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb8dc336-4ab7-4e25-ab98-eacbe899782a · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.267654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a60478d-511d-4617-83c0-73bcbde11eed · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.577637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84873f12-4922-47ac-8a30-6a7057bda0e8 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.562835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9af65f05-e7a0-4ff8-9757-0f174e2a5c9e · outbound

This paper cites Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:11:01.791335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f45c7389-768f-4962-b511-2aec70cbacae · outbound

This paper cites Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.288591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 473bef2d-077c-485d-8732-0962b6f22a88 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.548801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf7cce05-d770-454c-ad8e-36dffcd3c4ea · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.528606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53b29695-e90f-4553-be04-2def0e0c2f5d · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.513580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4676de6c-5a7d-487d-826c-37f216f01fd5 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.500258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dc6efc53-1724-450d-8e74-62a628c36cac · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.486928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7fcc5b9-418c-4fe4-8ab5-064a38d8e134 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.470498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b60b1886-250b-447c-9b0a-fbb88ad204e0 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.321570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2edca215-381d-4a73-b54a-095ea799289e · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.451970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7426eef2-337c-4e96-bb67-df400e1cda97 · outbound

This paper cites What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.330822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd8badf-ee48-4698-b616-fad7970de3dc · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.435446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 45238819-6ec1-4649-913d-8d595987665a · outbound

This paper cites mini-mental state.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech mini-mental state

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:11:02.421405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1050fb2f-1fab-49cd-a090-8b6b216fffcd · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.406195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07d39022-88d7-4150-af30-93e7877ebb4a · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.390441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation df2519e0-370f-4182-ad69-83b76ef7a622 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.372809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aeb33b53-977e-46bf-a740-25c226e4498e · outbound

This paper cites Sensitivity and Robustness of Large Language Models to Prompt Template in Japanese Text Classification Tasks.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Sensitivity and Robustness of Large Language Models to Prompt Template in Japanese Text Classification Tasks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.360339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f202b5-0e75-40b7-8dce-34f6570c30bf · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.352210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 30813ac8-edeb-43ef-84d4-f80f92bfce33 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.334777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d98dec91-8872-4de0-ac31-13c13ff60e5f · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.318708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65700289-87dd-444a-b8ae-c3856f1a4be9 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.302076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b3a92a57-93a1-45cb-86da-721f5b61e5a2 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.258166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 72563695-9530-4b24-87dc-dc441132fbe9 · outbound

This paper cites o ger, and Alexandra K \.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech o ger, and Alexandra K \

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:11:02.241542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ca03257-729f-4c02-a19d-8565beaa2879 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.221439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7dbffa12-298e-4cd4-adfe-c04022f43142 · outbound

This paper cites Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:11:02.184209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f248b864-3d07-4c99-8365-b1e871b071e5 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.169357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56f98a02-3b6b-471c-a530-d8deafafc2f0 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.409305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ccc1113-628c-471b-9de8-a52bb047d7dc · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.415106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f76f54-1447-4054-bec3-eb036d332a90 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.419665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7869eb69-95f5-4611-833b-35dc35c47382 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.137356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0717a0d2-9361-42c4-9741-ebe44baadeb1 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.105060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b4ecb6b-d80e-4168-ace2-b2266ac69a0d · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.084828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef40b324-b85a-4b76-9c05-f1f640e36bc0 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Capabilities of GPT-4 on Medical Challenge Problems

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.438930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f083c666-01ce-4a5e-b95a-057e3e1fb7e5 · outbound

This paper cites GPT-4 Technical Report.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech GPT-4 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.443629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c4cd1c-a9ba-4782-b312-5e766fdc81c1 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.061726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 807d2653-f43c-4d81-8759-311f2210deaf · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.044684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6129ced5-87b5-477d-89fd-f4f705bebf39 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-08-11T11:11:01.593342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa62f9ec-57e3-4996-ae2c-0d22b7dcfb85 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:02.014499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 513dafdd-1fea-4c99-8996-8ca70f608ddc · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.998669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 355ce9ac-5199-4c6a-88c6-14d916e4e334 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.472608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1b7994-c114-40c2-a874-449abd78101a · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.477138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd95c78a-f117-41be-8d6f-c5b25577fc11 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.965321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55220310-855b-474a-a018-74daa828f9ba · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.949946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8215a5b-a65c-41f2-a35b-dfc192d3500e · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.490243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67e98b7-47c9-4966-976b-1544ec34df19 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.929904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3662edc2-da3b-45c7-bab9-ab14b699b013 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.916233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5041edd5-9654-4c3f-b6e5-68b466123a4f · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.900734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65d8d44f-8262-44e8-b379-ac84732b3ed2 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.885497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c7bc566-e231-455f-8a55-4da30ab9be0a · outbound

This paper cites Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.515049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c59db0a-2d94-4281-b8be-7d0a496ccc5e · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.869320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f4dff3df-ade6-414b-a83e-e18e34ceb5d0 · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.853695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation df9ab5b3-70d7-4b9e-979b-9b22d355a1de · outbound

This paper cites an unresolved cited work.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:11:01.836408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fdc6ed20-f3cd-481b-b26c-88b9300950ab · outbound

This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.534856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc3cc129-a875-4ad7-90f4-3f31f10dc58d · outbound

This paper cites online" 'onlinestring :=.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech online" 'onlinestring :=

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.543974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96d1a83-eed8-4a2c-a8ce-53ed8f6a870c · outbound

This paper cites write newline.

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech write newline

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:01.549315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 23b6b620-f613-468f-8eda-3ce503532f3a · inbound

Reverse-Speech-Finder: A Neural Network Backtracking Architecture for Generating Alzheimer's Disease Speech Samples and Improving Diagnosis Performance cites this paper.

Reverse-Speech-Finder: A Neural Network Backtracking Architecture for Generating Alzheimer's Disease Speech Samples and Improving Diagnosis Performance Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:11.715203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d357671-0b97-4d9d-b28d-1a86b61629b1 · inbound

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection cites this paper.

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:13:14.922747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.