Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:25:23.678175Z
Paper Citation Record · LEDGER
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study
As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.08002.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bf300844-a319-49a1-9696-fa99a11e5836 · outbound
This paper cites LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study (2025) Karisa Parkington*, Bazen G.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study (2025) Karisa Parkington*, Bazen G
Reference 1
- Resolution
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Observation 790f02b7-c1a8-459b-b38d-9aeec94321ac · outbound
This paper cites Created in BioRender.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Created in BioRender
Reference 2
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ab5a3d5-2ffa-464d-ba41-6c1a3f358802 · outbound
This paper cites Created in BioRender.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Created in BioRender
Reference 3
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4808fd03-9b72-4029-90f2-f4b60bbbb9d8 · outbound
This paper cites Created in BioRender.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Created in BioRender
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation 71135546-60dd-4af2-a083-934acd16f191 · outbound
This paper cites Panel A: Frequency comparison of codes and themes.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Panel A: Frequency comparison of codes and themes
Reference 5
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a8d349fd-7cd5-4037-8f48-c5df1c8ee7eb · outbound
This paper cites Created in BioRender.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Created in BioRender
Reference 6
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7940e6e5-2e8e-4a77-91d9-11f8a820902c · outbound
This paper cites Using thematic analysis in psychology,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Using thematic analysis in psychology,
Reference 7
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 162f3794-d662-4048-be08-c8e6513fc56f · outbound
This paper cites Pragmatic measures: what they are and why we need them,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Pragmatic measures: what they are and why we need them,
Reference 8
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c14eb6a-b09f-4dbc-a543-03bd299abaaa · outbound
This paper cites Studying complexity in health services research: desperately seeking an overdue paradigm shift,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Studying complexity in health services research: desperately seeking an overdue paradigm shift,
Reference 9
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9ff6b82c-08d2-4275-aaa1-a939a51bcaf6 · outbound
This paper cites Qualitative methods in implementation research: An introduction,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Qualitative methods in implementation research: An introduction,
Reference 10
- Resolution
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Source-reported events for the cited work
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Observation 28615c52-8a98-41aa-b7d7-9382a7ba3781 · outbound
This paper cites What Is Qualitative Research? An Overview and Guidelines,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study What Is Qualitative Research? An Overview and Guidelines,
Reference 12
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78e91d05-de22-41a4-97ea-2b81ae3c0b8f · outbound
This paper cites Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study,
Reference 14
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f2f7d5f-3fef-4e50-82a7-b050398119ce · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Best practices for implementing ChatGPT, large language models, and artificial intelligence in qualitative and survey-based research,
Reference 15
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b0531d7-a518-464c-8590-f25752ad1419 · outbound
This paper cites Exploring the Use of AI in Qualitative Analysis: A Comparative Study of Guaranteed Income Data,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Exploring the Use of AI in Qualitative Analysis: A Comparative Study of Guaranteed Income Data,
Reference 16
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c7a0efc7-7be6-406e-bac8-1c824565039b · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Qualitative and mixed methods in mental health services and implementation research,
Reference 17
- Resolution
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Source-reported events for the cited work
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Observation 81a462d9-c7de-45e5-9024-938e42812907 · outbound
This paper cites LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis
Reference 18
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7fbedb8-7be1-4963-a716-4fa013c266dd · outbound
This paper cites Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study,.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study,
Reference 19
- Resolution
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Source-reported events for the cited work
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Observation 2fc486ff-b147-4a83-afa5-e26923838be2 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges,
Reference 20
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d07577b9-5c82-41fc-95a1-efbc214f82ec · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Job-Related Problems Prior to Nurse Suicide, 2003-2017: A Mixed Methods Analysis Using Natural Language Processing and Thematic Analysis,
Reference 21
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32b5a88d-0b8b-4eba-9d53-c4ff5de64b9f · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Thematic analysis and natural language processing of job-related problems prior to physician suicide in 2003-2018,
Reference 22
- Resolution
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Source-reported events for the cited work
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Observation 6203308e-5397-45ce-97cd-efbd9b9cb092 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods?,
Reference 23
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f82effff-acb0-4be2-9c73-da538fba9737 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Performing an Inductive Thematic Analysis of Semi-Structured Interviews With a Large Language Model: An Exploration and Provocation on the Limits of the Approach,
Reference 24
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13932a5d-deb5-47e2-93d4-0a7e37407b59 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Can Large Language Models Understand Context?
Reference 26
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 421eded3-bbec-4cbf-a400-f878466526ab · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Long short-term memory,
Reference 27
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Current applications and challenges in large language models for patient care: A systematic review,
Reference 29
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Qualitative data analysis in the age of artificial general intelligence,
Reference 30
- Resolution
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Source-reported events for the cited work
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Observation c8babf2f-7f4c-4f7d-a805-7fc5595a6721 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Clinician voices on ethics of LLM integration in healthcare: a 10 thematic analysis of ethical concerns and implications,
Reference 31
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Benefits and Harms of Large Language Models in Digital Mental Health
Reference 33
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf58aeb-ff64-4843-b3d1-898b6549e49f · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study AI–Human Hybrids for Marketing Research: Leveraging Large Language Models (LLMs) as Collaborators,
Reference 34
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Source-reported events for the cited work
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Observation c4a59359-e813-4e10-9001-749ae4d2dbe2 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Applications of large language models in psychiatry: A systematic review,
Reference 35
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Source-reported events for the cited work
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Observation 64fda936-fe69-4702-ba46-6159bbc26f16 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent,
Reference 36
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8171ffcd-30ed-4381-98ad-ce87efbd00cb · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Digital Interventions to Understand and Mitigate Stress Response: Protocol for Process and Content Evaluation of a Cohort Study,
Reference 37
- Resolution
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Source-reported events for the cited work
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Observation 2b31f86a-9d43-4472-84e5-6ad955cc4fb0 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study From bard to Gemini: An investigative exploration journey through Google’s evolution in conversational AI and generative AI,
Reference 38
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7e2ae7b7-2a42-4b0c-9597-3493a9b32d5f · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Created in BioRender
Reference 39
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 152e3c6d-f8fe-425e-a228-3bab68e6e9c4 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Prompts, Pearls, Imperfections: Comparing ChatGPT and a Human Researcher in Qualitative Data Analysis,
Reference 40
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d21fe0c-3948-4a15-9cfe-60b62e0f56a1 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study The art of prompting: Unleashing the power of large language models,
Reference 41
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f4af550d-8444-4bd9-93b5-c3e67d7a23a1 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Unresolved cited work
Reference 42
- Resolution
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Source-reported events for the cited work
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Observation 64e8b8ce-7610-4a0c-812b-082ce137f3f4 · outbound
This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 47
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Unavailable: canonical work link unavailable.
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This paper cites Available: https://www.audiotranskription.de/wp-content/uploads/2020/11/manual-on-transcription.pdf.
Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Available: https://www.audiotranskription.de/wp-content/uploads/2020/11/manual-on-transcription.pdf
Reference 2015
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41a4b011-95bd-4690-9792-d794a575668d · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Attention Is All You Need
Reference 2017
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de8b16c3-d42b-4813-b547-85df3653e55d · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Language Models are Few-Shot Learners
Reference 2020
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e9623ce-c70c-455c-a935-9773394a3670 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 2021
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Unavailable: canonical work link unavailable.
Observation 1b2856d7-4c4e-40cf-82d5-ab379934c91d · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies
Reference 2023
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cf7e748-9af3-4adb-a4ff-063c9a350eb5 · outbound
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Human vs. LLM-Based Thematic Analysis for Digital Mental Health Research: Proof-of-Concept Comparative Study Using ChatGPT for Thematic Analysis
Reference 2024
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.