Clinical LLM (Frontier Proprietary)

General frontier LLMs with health tuning for health systems.

LLM

4named models

400candidates

17deployments

0in Indonesia

Named Models

Claude Opus 4.5AnthropicReleasednot in the notesRuns onnot in the notesClassLLM

Anthropic model behind Claude for Healthcare (11 Jan 2026), HIPAA-ready, with connectors for CMS Coverage, ICD-10, NPI, PubMed, Medidata and ClinicalTrials.gov.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not stated

AMIEGoogle, Google DeepMindReleasednot in the notesRuns onnot in the notesClassmultimodal LLMGoogle research system for diagnostic dialogue, extended to video consultations on 11 Aug 2026 and tested in a randomized study with simulated patients. Not clinically deployed.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not stated

GPT-5.2OpenAIReleasednot in the notesRuns onnot in the notesClassLLMOpenAI model that OpenAI for Healthcare (8 Jan 2026) runs on; no numeric HealthBench score is published for it.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not stated

GPT-5OpenAIReleasedAug 2025Runs onnot in the notesClassLLMOpenAI's GPT-5.x line (GPT-5.2, 5.4, 5.5, 5.6 and Codex variants), predecessor of GPT-6.Commercial use: proprietary terms; Jakarta hosting: unknown; Indonesian support: not stated

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 17

CommureCountry: USAClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com, commure.com

FlatironCountry: not in the notesClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com

Novo NordiskCountry: not in the notesClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com

SanofiCountry: not in the notesClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com

Veeva AICountry: not in the notesClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com

Viz.aiCountry: not in the notesClaude for HealthcareVendor: AnthropicproductionDate11 Jan 2026Evidence: company statementConfidence: lowSource: anthropic.com

EliseAICountry: not in the notesOpenAI for Healthcare APIVendor: OpenAIproductionDate8 Jan 2026Named as API builderEvidence: company statementConfidence: lowSource: openai.com

AdventHealthCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Baylor Scott & WhiteCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Boston Children'sCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Cedars-SinaiCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

HCACountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Memorial Sloan KetteringCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Stanford Medicine Children's HealthCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

UCSFCountry: USAChatGPT for Healthcare / OpenAI for HealthcareVendor: OpenAIproductionDate8 Jan 2026Rolling out OpenAI for Healthcare (runs on GPT-5.2)Evidence: company statementConfidence: lowSource: openai.com, en.wikipedia.org

Synapxe (Singapore public healthcare)Country: SingaporeTandem (generative AI platform for public healthcare staff; model not named)Vendor: SynapxeproductionDate–Listed by Synapxe; no dates givenEvidence: government statementConfidence: mediumSource: synapxe.sg

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

SEA-HELM leaderboard, 58 models, SEA average

A general benchmark for this model class, not a test on this use case. SEA average and per-language (incl. Indonesian) scores for open-weight models. Higher is better. Showing 10 of 11.

Qwen3.6-35B-A3BAlibaba (Qwen) maintainer-run73.86

Qwen3.5-35B-A3BAlibaba (Qwen) maintainer-run73.55

gemma-3-27b-itGoogle maintainer-run64.54

Gemma-SEA-LION-v4-27B-ITAI Singapore maintainer-run64.35

gpt-oss-20bOpenAI maintainer-run60.64

Llama-3.3-70B-InstructMeta maintainer-run60.44

Qwen3-8BAlibaba (Qwen) maintainer-run60.33

GLM 4.7 FlashZ.ai (Zhipu) maintainer-run53.76

Gemma-3-4B-itGoogle maintainer-run47.84

Nemotron 3 Nano 30B-A3BNVIDIA maintainer-run46.89

050100

Nemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 months

Nemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

gpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 months

Granite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 months

Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 months

GLM-5.3Z.ai (Zhipu), LLMReleasedAug 2026open weightshas scoreslast 18 months

Showing 10 of 400. All models of this class

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: healthcare and pharma
Model classes: LLM
Benchmarks or datasets: HealthBench Hard MedCalc MedAgentBench
Regulatory notes: Claude for Healthcare is HIPAA-ready.
Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Clinical LLM (frontier proprietary) is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 27/2022 Pelindungan Data Pribadi, DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital)Clinical LLM (frontier proprietary) processes health data of patients, which the law treats as a specific category of personal data, so the controller needs a lawful basis, must protect the data and must honour data subject rights.
UU 17/2023 Kesehatan, DPR and President of the Republic of Indonesia (administered by Kementerian Kesehatan)Clinical LLM (frontier proprietary) is used in delivering health services or handling patient records, which this law governs through rules on medical records, health information systems, health technology and medical devices.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

Incidents

Google Healthcare AI Model Med‑Gemini Allegedly Produces Non‑Existent 'Basilar Ganglia' Term in Published Output2024-05-06, safetyGoogle’s Med‑Gemini healthcare AI reportedly produced the non‑existent term "basilar ganglia" in public launch materials, conflating two distinct brain structures.
ChatGPT Reportedly Suggests Sodium Bromide as Chloride Substitute, Leading to Bromism and Hospitalization2025-08-05, safetyA published medical case report describes a 60-year-old man hospitalized for three weeks with severe bromide toxicity (bromism) after replacing dietary sodium chloride with sodium bromide purchased online.
Microsoft Copilot Allegedly Provides Unsafe Medical Advice with High Risk of Severe Harm2024-04-25, safetyMicrosoft Copilot, when asked medical questions, was reportedly found to provide accurate information only 54% of the time, according to European researchers (citation provided in editor's notes).

Where this comes from

Documented failures, harms or misuse in this kind of use, Indonesia first, then the region, then well-known cases elsewhere (AI Incident Database, OECD AI incidents monitor, reputable news). Not a claim about any deployment listed here.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Links

IndustryHealthcare40 use cases, 66 deployments

Use CaseClinical LLM (Frontier Proprietary)Healthcare

Models

GPT-5OpenAI, LLM

GPT-5.2OpenAI, LLM

Claude Opus 4.5Anthropic, LLM

AMIEGoogle, multimodal LLM

Who Runs It

Banner HealthIn production, 11 Jan 2026 CommureIn production, 11 Jan 2026 FlatironIn production, 11 Jan 2026 Novo NordiskIn production, 11 Jan 2026+13 more

Graph

Models 4

GPT-5OpenAI, LLM

GPT-5.2OpenAI, LLM

Claude Opus 4.5Anthropic, LLM

AMIEGoogle, Google DeepMind, multimodal LLM

Deployments 17

AdventHealthChatGPT for Healthcare / OpenAI for Healthcare, USA Banner HealthClaude for Healthcare, USA Baylor Scott & WhiteChatGPT for Healthcare / OpenAI for Healthcare, USA Boston Children'sChatGPT for Healthcare / OpenAI for Healthcare, USA Cedars-SinaiChatGPT for Healthcare / OpenAI for Healthcare, USA CommureClaude for Healthcare, USA EliseAIOpenAI for Healthcare API FlatironClaude for Healthcare HCAChatGPT for Healthcare / OpenAI for Healthcare, USA Memorial Sloan KetteringChatGPT for Healthcare / OpenAI for Healthcare, USA Novo NordiskClaude for Healthcare SanofiClaude for Healthcare

Stanford Medicine Children's HealthChatGPT for Healthcare / OpenAI for Healthcare, USA UCSFChatGPT for Healthcare / OpenAI for Healthcare, USA Veeva AIClaude for Healthcare Viz.aiClaude for Healthcare Synapxe (Singapore public healthcare)Tandem (generative AI platform for public healthcare staff; model not named), Singapore

Sources

openai.com/index/openai-for-healthcare https://openai.com/index/openai-for-healthcare/
openai.com/index/introducing-gpt-5 https://openai.com/index/introducing-gpt-5/
Advancing Claude in healthcare and the life sciences anthropic.com https://www.anthropic.com/news/healthcare-life-sciences
AMIE, our research medical AI system, demonstrates real-time clinical video consultation capabilities in a first-of-its-kind study. blog.google https://blog.google/innovation-and-ai/models-and-research/google-research/amie-video-consultations/

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Clinical LLM (Frontier Proprietary)", https://aurion.semai.id/usecases/hc-clinical-llm-frontier/, records of October 2026.