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Paper Citation Record · LEDGER

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction

As of 7 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2608.06253.

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

pith.paper-citation-record.v1
2608.06253 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:27:40.866594Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

98 of 98 outbound references displayed

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  • verified fuzzy22
  • unresolved73
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a114c7e-0107-4979-bbbc-71d3fc239ce1 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 1

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Observation 5b9c8fbd-e4e1-4a1d-94d6-bbb5247749d3 · outbound

This paper cites J., Yanes, O.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction J., Yanes, O

Reference 2

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Observation 16367ca2-0af4-4c06-b751-18071760ba85 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 3

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 4

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f17cd3bb-b6c9-42ee-9b73-7c275b0a4bea · outbound

This paper cites H., Ivanisevic, J.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction H., Ivanisevic, J

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2b3ee7be-3782-4f15-bd39-d13f1d3766b9 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1a23bb8e-70fe-4710-be2f-67e4d8b318ce · outbound

This paper cites R., Warth, B., Spilker, M.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction R., Warth, B., Spilker, M

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 39f01410-8c2a-439b-b317-d574295916ed · outbound

This paper cites M., Ivanisevic, J., Giera, M.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction M., Ivanisevic, J., Giera, M

Reference 10

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Source-reported events for the cited work

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Tanabe, M

Reference 11

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 12

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 15

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Observation 98c726e2-d34e-4ea2-b1e6-a30899eafd44 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 16

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Observation 785c098a-df74-4c22-9eff-f2052f0ff931 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 17

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Mehl, F

Reference 18

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Observation a826b3ae-abfd-4c9e-9f57-542d2ae9a9c7 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 19

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 20

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Observation efe44891-7e27-45e9-9d90-dc9c4409e2f7 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 21

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 22

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 23

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 24

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Zhang, A

Reference 25

Resolution
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Observation db663dec-59c1-42bc-b14e-003a4171e05d · outbound

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Zhang, R

Reference 26

Resolution
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Source-reported events for the cited work

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 27

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Xie, P

Reference 28

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This paper cites MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs

Reference 29

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Perera-Lluna, A

Reference 32

Resolution
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Source-reported events for the cited work

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This paper cites Knowledge graph and large language model for metabolomics.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Knowledge graph and large language model for metabolomics

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3da76772-c807-4232-a038-0dca563a463b · outbound

This paper cites MetaboKG: An Analysis-centric Knowledge Graph Framework for Untargeted Metabolomics.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction MetaboKG: An Analysis-centric Knowledge Graph Framework for Untargeted Metabolomics

Reference 34

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verified exact
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MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Celik, M

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation eba38a6a-b364-4854-9352-7d408ed9f010 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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This paper cites & Graham, C.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Graham, C

Reference 37

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.142039Z digest=sha256:5bfb62f11ef6414ed14182b1a275f31bd2fa2cea914356b826d2d85b9e77bf57

Observation 3e8f8456-a8f0-468b-ab33-6736847d97b6 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.727147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.235769Z digest=sha256:a3b4da26ea41478bd6471ff5948b47e324a444d3de83d714a4f0143ba51a0476

Observation 55d777c8-52ad-4d6f-8e40-1f9160087106 · outbound

This paper cites & Theis, F.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Theis, F

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.711892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.340033Z digest=sha256:b8022b748cd90326b60e28522bca77204f62d792e5f18773090c4ce801cdbb02

Observation bbbf96cb-0c9b-4e22-9aa6-9fd20f8d3150 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.694880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.430858Z digest=sha256:db4eedd3db78839fbce5849382f20b57705a42c72c964a5a42215d224e3eae3a

Observation f835cb76-ab84-4135-902e-72b1facee513 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.679335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.510676Z digest=sha256:510a2953c0dd32df0619cd69937aabf80d7df5fe88ae7e3784a67d7f0a70cb77

Observation f9003a37-f518-4747-8d1a-49aa4557deee · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.663814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.600876Z digest=sha256:2891380541e17d78676ad2e2beab8601971c6c5dc8c1551a94ea116235acc583

Observation 2f2bf363-ddf2-4788-a0a1-195303f21d4d · outbound

This paper cites II-Medical-8B: Medical Reasoning Model.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction II-Medical-8B: Medical Reasoning Model

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.649384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.689919Z digest=sha256:b70d7040eef0f3d717a0cf15bd3dc8542e31def2b85bcd7a594a1ebe12c1b191

Observation a580629a-23fa-4992-aeda-a9af33df121a · outbound

This paper cites Qwen2.5 Meditron-3[7B].

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Qwen2.5 Meditron-3[7B]

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.634105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:35.762556Z digest=sha256:4980b035cd68f6e64dfeac78dc2d51056f76b209dc66f7f01cfd8fc89b340821

Observation 5d1213a2-9533-4332-aff8-963fbe9cb3be · outbound

This paper cites MedGemma 1.5 Technical Report.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction MedGemma 1.5 Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:35.844145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:35.844145Z digest=sha256:dda1a4b5253eec2d02cfb88948e6c2b34bea74038e9bf311d1cdfdc9fa3b41cb

Observation 6624ec0a-6c62-4ac7-ba6e-8f46ba457946 · outbound

This paper cites FineMedLM-o1: Enhancing Medical Knowledge Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction FineMedLM-o1: Enhancing Medical Knowledge Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:35.888403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:35.888403Z digest=sha256:6a59a72a331508afea80a234c18992115b41305bf2cc06fe65339950964a353c

Observation 38d99b02-fd2c-4a0e-8bd6-5db07934df61 · outbound

This paper cites Qwen3 Technical Report.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Qwen3 Technical Report

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:35.966699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:35.966699Z digest=sha256:66c1b9724bb8ea9fa88e97cdf7250e41dce69382c5356b521e423cb0b3af274e

Observation 2cc7a7a4-5499-4ccd-ab84-7915fc04d4b7 · outbound

This paper cites Gemma 3 Technical Report.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Gemma 3 Technical Report

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:36.064040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:36.064040Z digest=sha256:955007c8fcc24072d6ad27b40eae7feb70f5311e565864f71e5721d9e94c5ce8

Observation 30ca2476-03a2-4139-8749-57330568416f · outbound

This paper cites Llama 3.2 3B Instruct.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Llama 3.2 3B Instruct

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.619030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.140888Z digest=sha256:9b92978c892f0ff228bc88ae20ecf635a0fde94301c80ed33a25028f1f4f140b

Observation e4efd697-eb54-4f94-8f6d-a72762151f9a · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction BERTScore: Evaluating Text Generation with BERT

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:36.215902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:36.215902Z digest=sha256:74680d563c5a43cbb589597a1eecc40aae64eec27e9976463eb46f58ec1ab39e

Observation 207634db-31bd-442f-8a0e-20d12c5336f5 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Rouge: A package for automatic evaluation of summaries

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.602865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.315209Z digest=sha256:e7b048144793ebd0066273b49ea22d633de1171edb3203fa54916e2bc849b8d8

Observation b37ea014-0df1-497b-8b1e-492fce3708bb · outbound

This paper cites & Zhu, W.-J.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Zhu, W.-J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.585912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.390617Z digest=sha256:1f6fa1d66dd66f8646a84ce3b93c132a20a73ba45ffd7fa034e6f08bbb1c4e33

Observation f257f093-9734-4c7e-a764-4eede1c7ec3b · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.570152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.472965Z digest=sha256:8a1a4870d326f3f705f6dc59437c93ed8cc8c2d5b9a3076ea18b06172613c167

Observation 5e52b7ed-9aae-43ac-8f92-4e83b867a40a · outbound

This paper cites & Leskovec, J.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction & Leskovec, J

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.554898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.557329Z digest=sha256:db20c47d95d3e223743fdfa52edd858287e744aa8b9dbeea69278fafa7df156c

Observation bd1af1b5-3654-4fe5-b1a1-1d8b776ec7d7 · outbound

This paper cites L., Wang, Y ., Carter, B.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction L., Wang, Y ., Carter, B

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.540854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.642302Z digest=sha256:d81ec88fbe27bd73a0f045af770fbdf97ff85fc64913828353441697b73722c2

Observation 93620b4e-4d0a-45d5-80dc-2fea076cf954 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.526231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.724263Z digest=sha256:b5ac3e0928f9c8bca3e7ba9df50cd6c73815936f4f2da4e7a086976ac7888b84

Observation 73234994-d9d8-4b02-ad97-bcf82651fc4b · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.507146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.823541Z digest=sha256:31e156b0d35573e97f21925dc5cb423102f4627494f2890343f0224c435b7a2e

Observation 787c67c1-fac9-4507-9d69-cae05af2d9d6 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.484248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.892480Z digest=sha256:403c8cfe8a7a5e705abc4eb88d749a37fa83c8883feba743fbeb93918bb632a0

Observation f17b7c22-9bd8-47d0-b38c-edcbb575f40e · outbound

This paper cites E., Brismar, K., Barr, G.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction E., Brismar, K., Barr, G

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.465337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:36.954533Z digest=sha256:8d9c5a5d1ba41e5e6d34ca2f92e5b53bfb3a570ab52af070f0c524b08a366fbc

Observation 09425aeb-9462-4da6-b852-daa48d1bd052 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.446907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.023490Z digest=sha256:9e6c05a7e91601afb4c188199ed660141addf6b470cc02a2f2018def3ef85953

Observation efa12466-0ad6-4fb6-8262-74ec77aaa3de · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.426713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.082404Z digest=sha256:1c8930f77c3692d6f5c34756df691e3457bba9651a6e4b815255d667192eb8bd

Observation ce314ef1-2c79-4aeb-9a8c-01f30d866097 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.403944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.168044Z digest=sha256:7c83ec6b7b552568417e75fdfd7c4e24f8e5aa561ed12ab1cce0c0115f912049

Observation dae70e67-d278-40bb-a8fb-47dca7d9db85 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.378571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.227511Z digest=sha256:babc72035781e9d91e26566bb5c52982736323ef0f9f980449fc8f7578f0b0de

Observation 45bf7b0d-839e-4d56-804d-26373988c7b6 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.354886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.288400Z digest=sha256:dca034add157895fb74d792d399dcc99e2f2923121703d6390e87ace56a879fd

Observation d95da02b-0b06-4b6d-9d31-b74775a24792 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.337927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.372146Z digest=sha256:cd90d6032dd557d84c0b348c67211dc3dec13f286ae5f20c039a4679bea43c85

Observation 2b66ade2-89f1-4cdf-be80-01a3e7376c2d · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.316156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.411890Z digest=sha256:41ca4f8c1aaf479d62706124d199bc4a2cd6c5afc9bd9f78c62fb85c1a11536d

Observation bb46c73f-3122-4424-8076-a03d34bfc69d · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.287909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.464119Z digest=sha256:06945026a20059e89b0e079fa693332c5fe676a2a8283799f1d5bc3dc573c59f

Observation 93184b4b-31f2-4a96-a25f-563605016dda · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:37.531799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:37.531799Z digest=sha256:9b5e0b4e0ea0ee03aa82a65e26b3507de15e8eaf48cad74dc8c3793ba5b47f63

Observation 4b5d9181-8d56-44b7-b2d9-0c1b5977336e · outbound

This paper cites ChemBERTa-2: Towards Chemical Foundation Models.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction ChemBERTa-2: Towards Chemical Foundation Models

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:37.612240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:37.612240Z digest=sha256:0671974fc159e1f6e35e6fa1449dbc47a5463d2948f4684ae53c771799da277e

Observation c247ced5-9dce-477f-b0c6-a4378467024f · outbound

This paper cites SMILES, a chemical language and information system.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction SMILES, a chemical language and information system

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:37.709809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:37.709809Z digest=sha256:d172c626ff15bea9f0edf534b4cf2d46553a6bb4b84682ddddbfc3f6023050d1

Observation 311c99f2-73fd-4b49-9ed4-6e0254bcdbaa · outbound

This paper cites NeuML/pubmedbert-base-embeddings.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction NeuML/pubmedbert-base-embeddings

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:45.246998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.756865Z digest=sha256:4a179c642101bcd35c316c95371387f06ed6aa976bb59898be1eb43cea26f99e

Observation 46d4f797-0a5d-4816-9cb5-55d0b24cc6bb · outbound

This paper cites OpenAI GPT-5 System Card.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction OpenAI GPT-5 System Card

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:37.817852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:37.817852Z digest=sha256:25ffe0122dfd73b1d66feeb7413b573b5257b0001e27f90bc24c75646228098b

Observation 1d50d652-8447-40b8-9e59-96daabc24ac1 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:45.065237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:37.914305Z digest=sha256:206bd606d07418baeeef83dd0816e33b66626cf6dcd07abc79ded5a5587816fb

Observation f8935c07-55ce-49ad-bbe2-7a311d3e1a57 · outbound

This paper cites Each record included reaction text, participating metabolite identifiers, and enzyme annotations.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Each record included reaction text, participating metabolite identifiers, and enzyme annotations

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:44.865425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.000448Z digest=sha256:50207a28eeb987e530b3e248430bc9ca9a15041958b7af3d68a55a227916e9d3

Observation bcdc5ff5-edae-4e02-9e03-4c8642534ba9 · outbound

This paper cites This database structure enabled metadata-filtered retrieval of biochemically related metabolites before embedding-based ranking.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction This database structure enabled metadata-filtered retrieval of biochemically related metabolites before embedding-based ranking

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:44.679738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.086577Z digest=sha256:c85f9b45c2d8aa37baea69daad6152287f16ffb13972b7f6d4740874c863c8e9

Observation 6b8d7f2a-0362-4c55-9344-df02e5248bba · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:44.586124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.171186Z digest=sha256:cb6e7b08ce133bedb83d24d41b897411c70774fe84100014b97087d5c00b1603

Observation f0aaad77-487a-4930-a77b-748d5a7821ba · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:44.397493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.229566Z digest=sha256:9aefe17b7f3458a72325f6011b1633895211d9251ad757fbfa06a2db7946fbdd

Observation b90f394b-2635-434e-a496-3a559e26b64d · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:44.195359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.263902Z digest=sha256:e51c7771c9708af22c210486e3b985bd0d3e33451335e43339f0a6658574f14e

Observation b526ccdb-e0f4-4516-a2c6-4a5e865c45ba · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:44.064935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.356271Z digest=sha256:e60f6d66f4a4e58ceba251038d3db01df012fc298ba910ac4c3d0f20a61108f3

Observation 14d3d619-6366-490e-8bdc-3687a81d4864 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.906860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.461657Z digest=sha256:f658a2e894c79bbbf81773ebbde8d53062dadaf3eaf04f8d454799d55417f750

Observation fa28a435-ac0f-4344-bf81-ef1333984a1f · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.792604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.567357Z digest=sha256:7f81e8fe6431c6be00ea5ba0d6abf375f90ad645e1c8de2cd1831144f50dd8ce

Observation 555477b0-9501-480f-9026-cc7d31baf314 · outbound

This paper cites Step 3: Pathway-Based Retrieval.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Step 3: Pathway-Based Retrieval

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:43.641942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.636401Z digest=sha256:dec0144a92594a50e30341c59de5980543a1e9ea40c0dd03e1fa7db4e9c04e8c

Observation 483ec533-8594-41b7-bfaa-64614dbf04c4 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.515674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.701614Z digest=sha256:8bb725bcc398ec3f60cc807eca9a5df2b0d312b0e207ee41cb267a3141119ddf

Observation 7d36140f-4b6c-4317-b185-469c529689da · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.377017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.779105Z digest=sha256:3e2cce88852cf978289f74dda16057ccd61efbb6a085ea0882d60e96255216f2

Observation 114c6d33-31ec-429b-b868-6838256b9152 · outbound

This paper cites You are a biomedical expert in metabolomics and biochemical pathways. Base your reasoning on the provided contexts and integrate general biochemical knowledge.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction You are a biomedical expert in metabolomics and biochemical pathways. Base your reasoning on the provided contexts and integrate general biochemical knowledge

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:43.229676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:38.850996Z digest=sha256:815d6bd2fc4da622ff56a3cddaeaeb75665b8e0221340a5eb9be8e2414c1f35b

Observation e1b14fe9-9157-4375-9037-cdcab975c2a5 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.016090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:39.495095Z digest=sha256:00e83c5ede1084f272b48d84fe555e38bda377e3b419aec866a71b746ee770f5

Observation fb04b16f-5681-4d2d-8698-c9b8815a8f15 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.662024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:39.541533Z digest=sha256:8ce63d5a7a7da3148058f6d20f312132cbc8a259d169bd8d43cebbed7a9eecc8

Observation 49e56324-b7ca-470d-a4f9-2441172ed5d9 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.927240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:39.765949Z digest=sha256:ed302ba3fe2072a5929a0a18bd1b9e1d09ac7f60542427a3630deaf960f9453a

Observation b5d8f5d8-b200-4c2a-8125-223ac9d4e534 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.422248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:39.966476Z digest=sha256:cb327ffb6b3864bec3ed599b1b94d08c1e0297eea9217874261a8b39d040e75d

Observation 2b481995-8284-4cb0-ae56-572d7a04bf33 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.796657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.016104Z digest=sha256:a9d6ed385a54934d74049b8108fd168232c6b8fadb513710979ef27e0bd4394b

Observation 9b082caf-a759-45e6-b8cc-cade75ac737f · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 101

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:43.121943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.152187Z digest=sha256:57ff6d86558fb0366427dc9e9d59365117ab7b7f3d54647f2730695190295f6f

Observation 4faf8323-fb20-4c0e-8a3b-364b4768f681 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 102

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.563543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.230622Z digest=sha256:cc65fca803ebcc38e48af6ac5bd6ab54332aa67f2a2d850eeb5752331a9e1398

Observation 093bf85d-3feb-49c7-8885-ecdc76847f44 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 103

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.299435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.342944Z digest=sha256:7325e9785325b5d4e7344fa5de83a19098d7f7aefac18138d182d5fe40902d8a

Observation 1e25cf75-2f99-4188-a7f6-8bb8b9a24bc1 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 106

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:41.900214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.696712Z digest=sha256:2609e4136659b6348c5117b219bdc3a24fa32cc777bb9af0cf8447b70eca49bf

Observation 501a3f7b-3614-4a95-bf54-00ad370af71f · outbound

This paper cites Non-RAG Output Format.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Non-RAG Output Format

Reference 107

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:27:41.800233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.720975Z digest=sha256:9e9bb21f2c13843fa405a759080208d2e27ba25c82e4e19e1e45f5d70da2af14

Observation c2795b34-e0c3-415e-9907-d46b9ad73dc6 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 108

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.211706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.776482Z digest=sha256:47a339d70dfff09b2a8d269c06e40a9062e30954bbbb9c70c1cb9ab86451c2db

Observation c308e910-c1b2-4824-a385-228930943bcc · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 109

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:27:42.059709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.816099Z digest=sha256:e767532b5ad79a3b41dfc9815c5f7f96a3150ec7778e9064b181c1a70b50a84c

Observation d6d05928-a461-44e6-9132-75bf7ff5b0e3 · outbound

This paper cites an unresolved cited work.

MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction Unresolved cited work

Reference 110

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T11:27:41.631848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:27:40.866594Z digest=sha256:76cef8cab9b7817d7ea640630bd00e3f72cf8c339dcb2b7564ab1e5f5036aa9a

Pith citing papers

No inbound Pith citation observations are available.