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AI in rheumatology: Triage framing, adoption, and reasoning frameworks explored

By PulseAugur Editorial · [4 sources] ·

Recent research explores the integration and impact of AI in rheumatology, highlighting how prompt framing can significantly influence AI-driven triage outcomes. A survey revealed that while AI is frequently used in the field, practitioners exhibit low knowledge and express concerns regarding privacy, liability, and explainability. A proposed framework outlines five levels of clinical AI use, aiming for reusable and auditable reasoning skills, though a proof-of-concept remains unvalidated. AI

IMPACT AI integration in rheumatology faces challenges in user knowledge and prompt sensitivity, despite frameworks for advanced reasoning.

RANK_REASON Cluster consists of multiple research papers and surveys on AI in a specific medical field.

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AI-generated summary · Google Gemini · from 4 sources. How we write summaries →

AI in rheumatology: Triage framing, adoption, and reasoning frameworks explored

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Research
Cluster consists of multiple research papers and surveys on AI in a specific medical field.
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4 independent sources
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product, opinion, policy
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High
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64 days old
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COVERAGE [4]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "AI-assisted rheumatology triage changes with referral framing" shows that wording can distort LLM triage: anxious framing increased psychological attribution n

    "AI-assisted rheumatology triage changes with referral framing" shows that wording can distort LLM triage: anxious framing increased psychological attribution nearly 3-fold, while demographics had no detectable effect. # AI # LLM # Rheumatology # Triage https:// doi.org/10.1093/r…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "Perceptions, knowledge and adoption of artificial intelligence in rheumatology: results from a British Society for Rheumatology survey" finds frequent AI use b

    "Perceptions, knowledge and adoption of artificial intelligence in rheumatology: results from a British Society for Rheumatology survey" finds frequent AI use but low AI knowledge and concerns over privacy, liability and explainability. # AI # Rheumatology https:// doi.org/10.109…

  3. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "Digital rheumatology—Structured prompting as reusable clinical tools" proposes 5 levels of clinical AI use, culminating in reusable, auditable reasoning skills

    "Digital rheumatology—Structured prompting as reusable clinical tools" proposes 5 levels of clinical AI use, culminating in reusable, auditable reasoning skills. The proof of concept remains unvalidated. # AI # Rheumatology # LLM https://www. sciencedirect.com/science/arti cle/pi…

  4. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "Digital rheumatology: Structured prompting as reusable clinical tools" presents a 5-level framework from search to reusable, auditable AI reasoning tools. A pr

    "Digital rheumatology: Structured prompting as reusable clinical tools" presents a 5-level framework from search to reusable, auditable AI reasoning tools. A proof-of-concept shows how structured prompts can support clinical reasoning. # LLM # AI # Rheumatology https://www. scien…

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