ChatGPT Summaries

Unlocking the potential of EPA Clinical Assessments is crucial for enhancing workforce capability in healthcare. This guide outlines essential steps for completing an EPA, emphasizing the importance of structured evaluations in clinical learning. By integrating these assessments, healthcare professionals can ensure high standards of patient care and continuous improvement in practice. Embracing this approach not only fosters individual growth but also strengthens team performance across the board. Let's elevate our clinical assessments to drive excellence in healthcare delivery!#HealthcareIT #ClinicalAssessment #DigitalHealth #WorkforceDevelopment #PatientCare #ContinuousImprovement #HealthTech

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArnvUWhPUSqd8D2zmIPwZNmOiTnPp", "object": "chat.completion", "created": 1737386664, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking the potential of EPA Clinical Assessments is crucial for enhancing workforce capability in healthcare. This guide outlines essential steps for completing an EPA, emphasizing the importance of structured evaluations in clinical learning. By integrating these assessments, healthcare professionals can ensure high standards of patient care and continuous improvement in practice. Embracing this approach not only fosters individual growth but also strengthens team performance across the board. Let's elevate our clinical assessments to drive excellence in healthcare delivery! nn#HealthcareIT #ClinicalAssessment #DigitalHealth #WorkforceDevelopment #PatientCare #ContinuousImprovement #HealthTech", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 170, "completion_tokens": 114, "total_tokens": 284, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 170
Completion Tokens - 114
Total Tokens - 284

Unlocking the full potential of Clinical Learning Australia (CLA) is essential for healthcare professionals. This guide provides a comprehensive overview of how to log in and customize your settings for optimal use. By mastering these functionalities, users can enhance their learning experience and streamline their workflow. Embrace the power of digital health to improve workforce capability and patient care.#DigitalHealth #HealthcareIT #ClinicalLearning #WorkforceDevelopment #HealthTech #PatientCare #InnovationInHealthcare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-Arnv92JyXegpRKmwRs72TbKB7u22m", "object": "chat.completion", "created": 1737386643, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking the full potential of Clinical Learning Australia (CLA) is essential for healthcare professionals. This guide provides a comprehensive overview of how to log in and customize your settings for optimal use. By mastering these functionalities, users can enhance their learning experience and streamline their workflow. Embrace the power of digital health to improve workforce capability and patient care. nn#DigitalHealth #HealthcareIT #ClinicalLearning #WorkforceDevelopment #HealthTech #PatientCare #InnovationInHealthcare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 193, "completion_tokens": 93, "total_tokens": 286, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 193
Completion Tokens - 93
Total Tokens - 286

Kyle Fetter, Chief Operating Officer at XiFinThe Kyle Fetter is the Chief Opearing Officer XiFin, a healthcare information technology company that empowers healthcare organizations to navigate an increasingly complex and evolving healthcare landscape. Fetter currently...

The future of Revenue Cycle Management (RCM) is set for transformation by 2025, driven by rising costs from cybersecurity demands, workforce challenges, and complex payor policies. As laboratories adapt, automation and outsourcing become essential for cost optimization and expertise access. The integration of AI and machine learning is crucial for enhancing claims processing and operational efficiency. With an increasing reliance on RCM data for strategic decision-making, the focus on interoperability with EMRs and API-driven connectivity will shape the landscape. Embracing these trends will empower healthcare organizations to navigate the evolving challenges ahead. #HealthcareIT #RevenueCycleManagement #AI #DataIntegration #Cybersecurity #HealthcareInnovation #Interoperability

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArfUwhFYHP99OIK9nhjCs4byYA7LN", "object": "chat.completion", "created": 1737354266, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The future of Revenue Cycle Management (RCM) is set for transformation by 2025, driven by rising costs from cybersecurity demands, workforce challenges, and complex payor policies. As laboratories adapt, automation and outsourcing become essential for cost optimization and expertise access. The integration of AI and machine learning is crucial for enhancing claims processing and operational efficiency. With an increasing reliance on RCM data for strategic decision-making, the focus on interoperability with EMRs and API-driven connectivity will shape the landscape. Embracing these trends will empower healthcare organizations to navigate the evolving challenges ahead. #HealthcareIT #RevenueCycleManagement #AI #DataIntegration #Cybersecurity #HealthcareInnovation #Interoperability", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1019, "completion_tokens": 137, "total_tokens": 1156, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 1019
Completion Tokens - 137
Total Tokens - 1156

What You Should Know: – The average price per insulin unit dropped 42%, from $0.33 in 2019 to $0.19, in mid-2024, according to a new report from GoodRx. The drop represent the lowest average recorded...

Great news for diabetes management! A recent GoodRx report reveals that the average price per insulin unit has plummeted by 42%, from $0.33 in 2019 to just $0.19 in mid-2024—the lowest in a decade. Key factors include the Inflation Reduction Act, voluntary price cuts from major manufacturers, and the rise of generics and biosimilars. This shift is crucial for improving access to essential medications. Despite these positive trends, ongoing challenges remain, highlighting the importance of exploring savings programs and comparing prices.#HealthcareIT #InsulinPricing #DiabetesCare #Pharmaceuticals #HealthPolicy #CostReduction #PatientAccess

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArfUa5lDOd41O50bvoEj0OyWbd1Il", "object": "chat.completion", "created": 1737354244, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Great news for diabetes management! A recent GoodRx report reveals that the average price per insulin unit has plummeted by 42%, from $0.33 in 2019 to just $0.19 in mid-2024—the lowest in a decade. Key factors include the Inflation Reduction Act, voluntary price cuts from major manufacturers, and the rise of generics and biosimilars. This shift is crucial for improving access to essential medications. Despite these positive trends, ongoing challenges remain, highlighting the importance of exploring savings programs and comparing prices. nn#HealthcareIT #InsulinPricing #DiabetesCare #Pharmaceuticals #HealthPolicy #CostReduction #PatientAccess", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 728, "completion_tokens": 136, "total_tokens": 864, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 728
Completion Tokens - 136
Total Tokens - 864

Sohail Malik, VP, Healthcare Solutions, Messagepoint, Inc.For Medicare Advantage Organizations (MAOs), the summer months have historically been defined by the high stakes, tight turnarounds and document management challenges of the Annual Enrollment Period (AEP)....

In the high-pressure environment of Medicare Advantage Organizations (MAOs) during the Annual Enrollment Period, effective document management is crucial. Sohail Malik outlines seven essential features of a robust document management platform that can streamline processes, enhance compliance, and reduce manual workload. Key considerations include integration with the Plan Benefit Package (PBP) database, quality assurance workflows, and support for multilingual content. By leveraging advanced automation, MAOs can improve productivity, reduce costs, and enhance member experiences. Embracing the right technology is vital for operational excellence in healthcare.#HealthcareIT #DocumentManagement #MedicareAdvantage #Automation #HealthTech #Compliance #MemberExperience

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArgQz9ewkXH4x9MlKWuHYXz7GGQbR", "object": "chat.completion", "created": 1737357865, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the high-pressure environment of Medicare Advantage Organizations (MAOs) during the Annual Enrollment Period, effective document management is crucial. Sohail Malik outlines seven essential features of a robust document management platform that can streamline processes, enhance compliance, and reduce manual workload. Key considerations include integration with the Plan Benefit Package (PBP) database, quality assurance workflows, and support for multilingual content. By leveraging advanced automation, MAOs can improve productivity, reduce costs, and enhance member experiences. Embracing the right technology is vital for operational excellence in healthcare. nn#HealthcareIT #DocumentManagement #MedicareAdvantage #Automation #HealthTech #Compliance #MemberExperience", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1472, "completion_tokens": 132, "total_tokens": 1604, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 1472
Completion Tokens - 132
Total Tokens - 1604

What You Should Know: – A new study from Mount Sinai researchers has revealed that wearable devices, like smartwatches and fitness trackers, can effectively identify, differentiate, and even predict flare-ups in individuals with inflammatory bowel...

Exciting advancements in healthcare technology! A study from Mount Sinai reveals that wearable devices can predict inflammatory bowel disease (IBD) flare-ups up to seven weeks in advance. By monitoring physiological changes like heart rate and activity levels, these devices enable early intervention and personalized treatment plans, significantly improving patient quality of life. This innovative approach could transform IBD management, reducing hospital visits and enhancing continuous monitoring outside traditional healthcare settings.#HealthcareIT #WearableTechnology #IBD #ChronicDiseaseManagement #DigitalHealth #PatientCare #InnovationInHealthcare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArgQeR7k4zwo0v3Cu0JwG3nJ5HY1b", "object": "chat.completion", "created": 1737357844, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in healthcare technology! A study from Mount Sinai reveals that wearable devices can predict inflammatory bowel disease (IBD) flare-ups up to seven weeks in advance. By monitoring physiological changes like heart rate and activity levels, these devices enable early intervention and personalized treatment plans, significantly improving patient quality of life. This innovative approach could transform IBD management, reducing hospital visits and enhancing continuous monitoring outside traditional healthcare settings. nn#HealthcareIT #WearableTechnology #IBD #ChronicDiseaseManagement #DigitalHealth #PatientCare #InnovationInHealthcare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 819, "completion_tokens": 110, "total_tokens": 929, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 819
Completion Tokens - 110
Total Tokens - 929

What You Should Know: – Knack RCM, a provider of tech-enabled revenue cycle management (RCM) services, today announced the acquisition of HealthyBOS, a prominent U.S. and Philippines-based RCM provider specializing in the durable medical equipment...

Exciting news in the healthcare IT landscape! Knack RCM has acquired HealthyBOS, enhancing its global reach and solidifying its position in the revenue cycle management (RCM) sector. This strategic move adds 1,500 skilled employees from HealthyBOS, boosting operational capacity and expertise in durable medical equipment (DME) RCM. With integrated voice-enabled services, clients can expect improved communication and faster resolutions. As CEO Arvind Ramakrishnan states, this acquisition is a transformative milestone, elevating the value delivered to clients. The future looks bright for Knack RCM!#HealthcareIT #RevenueCycleManagement #DME #Acquisition #OperationalExcellence #HealthTech #Innovation

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArhN4w7NclSIIYMGcNR6GKVo29CUN", "object": "chat.completion", "created": 1737361466, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting news in the healthcare IT landscape! Knack RCM has acquired HealthyBOS, enhancing its global reach and solidifying its position in the revenue cycle management (RCM) sector. This strategic move adds 1,500 skilled employees from HealthyBOS, boosting operational capacity and expertise in durable medical equipment (DME) RCM. With integrated voice-enabled services, clients can expect improved communication and faster resolutions. As CEO Arvind Ramakrishnan states, this acquisition is a transformative milestone, elevating the value delivered to clients. The future looks bright for Knack RCM! nn#HealthcareIT #RevenueCycleManagement #DME #Acquisition #OperationalExcellence #HealthTech #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 548, "completion_tokens": 144, "total_tokens": 692, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 548
Completion Tokens - 144
Total Tokens - 692

What You Should Know:– The Kerlan-Jobe Orthopaedic Clinic, a renowned institution known for pioneering the Tommy John surgery and its commitment to athletes and first responders, has filed a $150M lawsuit against Cedars-Sinai Medical...

In a significant legal move, the Kerlan-Jobe Orthopaedic Clinic has filed a $150M lawsuit against Cedars-Sinai, alleging a long-standing scheme to misappropriate its reputation, assets, and patient base. The complaint details actions such as preventing patient appointments, unlawfully profiting from Kerlan-Jobe’s intellectual property, and coercing physicians to breach non-compete agreements. With a legacy of serving athletes and first responders, Kerlan-Jobe asserts that Cedars-Sinai’s actions threaten its community commitment and patient care. This case highlights critical issues of ethics and integrity in healthcare partnerships.#HealthcareIT #LegalNews #PatientCare #Orthopaedics #HealthcareEthics #SportsMedicine #HealthcareLeadership

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArhMiX3LisEg3PvLUWXRWDJ6z5nOX", "object": "chat.completion", "created": 1737361444, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In a significant legal move, the Kerlan-Jobe Orthopaedic Clinic has filed a $150M lawsuit against Cedars-Sinai, alleging a long-standing scheme to misappropriate its reputation, assets, and patient base. The complaint details actions such as preventing patient appointments, unlawfully profiting from Kerlan-Jobe’s intellectual property, and coercing physicians to breach non-compete agreements. With a legacy of serving athletes and first responders, Kerlan-Jobe asserts that Cedars-Sinai’s actions threaten its community commitment and patient care. This case highlights critical issues of ethics and integrity in healthcare partnerships. nn#HealthcareIT #LegalNews #PatientCare #Orthopaedics #HealthcareEthics #SportsMedicine #HealthcareLeadership", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 828, "completion_tokens": 148, "total_tokens": 976, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 828
Completion Tokens - 148
Total Tokens - 976

Top NewsASTP / National Coordinator Micky Tripathi, PhD, MPP says his goodbyes after four years. Reader CommentsFrom Granular Argument: “Re: Children’s National. Has chosen Epic to replace Oracle Health, contracting underway.” Unverified. This reader...

In this week's Monday Morning Update, we bid farewell to Micky Tripathi, PhD, after four impactful years at the National Coordinator's office. Key industry shifts include Children’s National selecting Epic over Oracle Health, and Health Catalyst's acquisition of Upfront Healthcare amid declining revenues. Innovations like WellSky's AI-driven home health EHR and Our Expert Doc's second opinion service highlight the evolving landscape. Meanwhile, Walgreens faces backlash for scrapping its smart doors initiative, reminiscent of its Theranos missteps. As healthcare IT continues to transform, these developments underscore the importance of adaptability and strategic investment. #HealthcareIT #DigitalHealth #HealthTech #Telehealth #DataSecurity #EHR #Innovation

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArTwS24heFzK1L3IrYNKEDrrDLmmb", "object": "chat.completion", "created": 1737309844, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In this week's Monday Morning Update, we bid farewell to Micky Tripathi, PhD, after four impactful years at the National Coordinator's office. Key industry shifts include Children’s National selecting Epic over Oracle Health, and Health Catalyst's acquisition of Upfront Healthcare amid declining revenues. Innovations like WellSky's AI-driven home health EHR and Our Expert Doc's second opinion service highlight the evolving landscape. Meanwhile, Walgreens faces backlash for scrapping its smart doors initiative, reminiscent of its Theranos missteps. As healthcare IT continues to transform, these developments underscore the importance of adaptability and strategic investment. #HealthcareIT #DigitalHealth #HealthTech #Telehealth #DataSecurity #EHR #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 2112, "completion_tokens": 140, "total_tokens": 2252, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 2112
Completion Tokens - 140
Total Tokens - 2252

Large language models (LLMs) with retrieval-augmented generation (RAG) have improved information extraction over previous methods, yet their reliance on embeddings often leads to inefficient retrieval. We introduce CLinical Entity Augmented Retrieval (CLEAR), a RAG...

Unlocking the potential of clinical data, the CLEAR (Clinical Entity Augmented Retrieval) pipeline revolutionizes information extraction from electronic health records. By leveraging clinical entities, CLEAR outperforms traditional RAG methods, achieving an impressive average F1 score of 0.90 while significantly reducing inference time and token usage. This innovative approach demonstrates a 70% reduction in both metrics compared to existing methods. As we continue to harness the power of large language models, CLEAR sets a new standard for efficient and accurate clinical data retrieval.#HealthIT #ClinicalData #MachineLearning #NLP #DigitalHealth #EHR #AIinHealthcare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ArJKkwglaCDGmiSLFsKun7wPOpGis", "object": "chat.completion", "created": 1737269066, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking the potential of clinical data, the CLEAR (Clinical Entity Augmented Retrieval) pipeline revolutionizes information extraction from electronic health records. By leveraging clinical entities, CLEAR outperforms traditional RAG methods, achieving an impressive average F1 score of 0.90 while significantly reducing inference time and token usage. This innovative approach demonstrates a 70% reduction in both metrics compared to existing methods. As we continue to harness the power of large language models, CLEAR sets a new standard for efficient and accurate clinical data retrieval. nn#HealthIT #ClinicalData #MachineLearning #NLP #DigitalHealth #EHR #AIinHealthcare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 32304, "completion_tokens": 128, "total_tokens": 32432, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_72ed7ab54c" }

Prompt Tokens - 32304
Completion Tokens - 128
Total Tokens - 32432