Hieu-Pham/cpgQA huggingface dataset:
Algorithm

This CPG follows an algorithm that is designed to facilitate understanding of the clinical pathway and decision making process used in management of LOT. The use of the algorithm format as a way to represent patient management was chosen based on the understanding that such a format may promote more efficient diagnostic and therapeutic decision making and has the potential to change patterns of resource use. Although the Work Group recognizes that not all clinical practices are linear, the simplified linear approach depicted through the algorithm and its format allows the provider to assess the critical information needed at the major decision points in the clinical process. It includes an ordered sequence of steps of care, recommended observations and examinations, decisions to be considered, actions to be taken.

Question: Who does assess the critical information needed at the major decision points in the clinical process?
Answer: the provider
Algorithm

This CPG follows an algorithm that is designed to facilitate understanding of the clinical pathway and decision making process used in management of LOT. The use of the algorithm format as a way to represent patient management was chosen based on the understanding that such a format may promote more efficient diagnostic and therapeutic decision making and has the potential to change patterns of resource use. Although the Work Group recognizes that not all clinical practices are linear, the simplified linear approach depicted through the algorithm and its format allows the provider to assess the critical information needed at the major decision points in the clinical process. It includes an ordered sequence of steps of care, recommended observations and examinations, decisions to be considered, actions to be taken.

Question: What does the algorithm include?
Answer: an ordered sequence of steps of care, recommended observations and examinations, decisions to be considered, actions to be taken
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What is Module A about?
Answer: determination of appropriateness for opioid therapy
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What therapies are preferred for chronic pain?
Answer: Non-pharmacologic and non-opioid pharmacologic
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What to do if a patient is with chronic pain and has been on daily OT for pain for more than 3 months?
Answer: proceed to module D
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What to do if the treatments are effective in managing pain and optimizing function?
Answer: exit algorithm; manage with non-opioid modalities
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: How to determine whether patient risks outweigh benefits?
Answer: by considering strength and number of risk factors and patient preference
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What to do if referral/consultation for evaluation and treatment is not indicated?
Answer: see if the patient is willing to engage in a comprehensive pain care plan
Algorithm

Module A is about determination of appropriateness for opioid therapy. Note: Non-pharmacologic and non-opioid pharmacologic therapies are preferred for chronic pain. If a patient is with chronic pain and has been on daily OT for pain for more than 3 months, then proceed to module D. If a patient is with chronic pain and has not been on daily OT for pain for more than 3 months, then obtain biopsychosocial assessment. Then educate or re-educate on non-opioid management, self-management to improve function and quality of life, realistic expectations and limitations of medical treatment. Then implement and optimize non-opioid treatments for chronic pain (e.g., physical, psychological, and complementary and integrative treatments). If the treatments are effective in managing pain and optimizing function, then exit algorithm; manage with non-opioid modalities. If the treatments are not effective in managing pain and optimizing function, then complete opioid risk assessment and see if patient risks outweigh benefits by considering strength and number of risk factors and patient preference. If patient risk outweighs benefits, then see whether referral/consultation for evaluation and treatment is indicated (e.g., mental health, SUD, more intensive interdisciplinary care). If referral/consultation for evaluation and treatment is indicated, then refer/consult with appropriate interdisciplinary treatments. Then after referral/consultation with appropriate interdisciplinary treatments, see if the patient is willing to engage in a comprehensive pain care plan. If referral/consultation for evaluation and treatment is not indicated, then see if the patient is willing to engage in a comprehensive pain care plan. If the patient is not willing to engage in a comprehensive pain care plan, then exit algorithm; manage with non-opioid modalities. If the patient is willing to engage in a comprehensive pain care plan, then educate the patient and family about treatment options, including education on known risks and unknown long-term benefits of OT, risks of SUD and overdose, need for risk mitigation strategies, naloxone rescue. Then see if adding OT to comprehensive pain therapy is indicated at this time. If adding OT to comprehensive pain therapy is indicated at this time, then see if the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies. If adding OT to comprehensive pain therapy is not indicated at this time, then exit algorithm; manage with non-opioid modalities. If the patient is prepared to accept responsibilities and the provider is prepared to implement risk mitigation strategies, then discuss and complete written informed consent with patient and family, determine and document treatment plan, and proceed to module B. If the patient is not prepared to accept responsibilities or the provider is not prepared to implement risk mitigation strategies, then exit algorithm; manage with non-opioid modalities.

Question: What to do if the patient is not willing to engage in a comprehensive pain care plan?
Answer: exit algorithm; manage with non-opioid modalities