Hieu-Pham/cpgQA huggingface dataset:
Introductory information

This guideline is not intended as a standard of care and should not be used as such. Standards of care are determined on the basis of all clinical data available for an individual case and are subject to change as scientific knowledge and technology advances and patterns evolve. Today there is variation among state regulations, and this guideline does not cover the variety of ever-changing state regulations that may be pertinent. The ultimate judgement regarding a particular clinical procedure or treatment course must be made by the individual clinician, in light of the patient’s clinical presentation, patient preferences, and the available diagnostic and treatment options. As noted previously, the guideline can assist care providers, but the use of a CPG must always be considered as a recommendation, within the context of a provider’s clinical judgment and patient values and preferences, in the care for an individual patient.

Question: The use of a CPG must always be considered as what?
Answer: a recommendation, within the context of a provider’s clinical judgment and patient values and preferences, in the care for an individual patient.
Recommendations

The following recommendations were made using a systematic approach considering four domains as per the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. These domains include: confidence in the quality of the evidence, balance of desirable and undesirable outcomes (i.e., benefits and harms), patient or provider values and preferences, and other implications, as appropriate (e.g., resource use, equity, acceptability).

Question: What was used to make the recommendations?
Answer: a systematic approach considering four domains as per the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach
Recommendations

The following recommendations were made using a systematic approach considering four domains as per the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. These domains include: confidence in the quality of the evidence, balance of desirable and undesirable outcomes (i.e., benefits and harms), patient or provider values and preferences, and other implications, as appropriate (e.g., resource use, equity, acceptability).

Question: What is GRADE?
Answer: Grading of Recommendations Assessment, Development and Evaluation
Recommendations

The following recommendations were made using a systematic approach considering four domains as per the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. These domains include: confidence in the quality of the evidence, balance of desirable and undesirable outcomes (i.e., benefits and harms), patient or provider values and preferences, and other implications, as appropriate (e.g., resource use, equity, acceptability).

Question: Which four domains were considered to make the recommendations?
Answer: confidence in the quality of the evidence, balance of desirable and undesirable outcomes (i.e., benefits and harms), patient or provider values and preferences, and other implications, as appropriate (e.g., resource use, equity, acceptability)
Recommendations

Given the relevance of all four domains in grading recommendations, the Work Group encountered multiple instances in which confidence in the quality of the evidence was low or very low, while there was marked imbalance of benefits and harms, as well as certain other important considerations arising from the domains of values and preferences and/or other implications. In particular, the harms due to the potential for severe adverse events associated with opioids, particularly overdose and OUD, often far outweigh the potential benefits. As such, in accounting for all four domains, these factors contributed to strong recommendations in multiple instances.

Question: Given the relevance of all four domains in grading recommendations, what did the Work Group encounter?
Answer: multiple instances in which confidence in the quality of the evidence was low or very low, while there was marked imbalance of benefits and harms, as well as certain other important considerations arising from the domains of values and preferences and/or other implications
Recommendations

Given the relevance of all four domains in grading recommendations, the Work Group encountered multiple instances in which confidence in the quality of the evidence was low or very low, while there was marked imbalance of benefits and harms, as well as certain other important considerations arising from the domains of values and preferences and/or other implications. In particular, the harms due to the potential for severe adverse events associated with opioids, particularly overdose and OUD, often far outweigh the potential benefits. As such, in accounting for all four domains, these factors contributed to strong recommendations in multiple instances.

Question: What often far outweighs the potential benefits?
Answer: the harms due to the potential for severe adverse events associated with opioids, particularly overdose and OUD
Recommendations

Given the relevance of all four domains in grading recommendations, the Work Group encountered multiple instances in which confidence in the quality of the evidence was low or very low, while there was marked imbalance of benefits and harms, as well as certain other important considerations arising from the domains of values and preferences and/or other implications. In particular, the harms due to the potential for severe adverse events associated with opioids, particularly overdose and OUD, often far outweigh the potential benefits. As such, in accounting for all four domains, these factors contributed to strong recommendations in multiple instances.

Question: What contributed to strong recommendations in multiple instances?
Answer: these factors
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: What are recommended as alternatives to opioid therapy?
Answer: self-management strategies and other non-pharmacological treatments
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: Self-management strategies are recommended as alternatives to what?
Answer: opioid therapy
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: When are non-opioids recommended over opioids?
Answer: When pharmacologic therapies are used
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: What is recommended when pharmacologic therapies are used?
Answer: non-opioids over opioids
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: What is the stance regarding the initiation of long-term opioid therapy for chronic pain?
Answer: strongly recommend against
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: What is recommended if prescribing opioid therapy for patients with chronic pain?
Answer: a short duration
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: When is a short duration recommended?
Answer: If prescribing opioid therapy for patients with chronic pain
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: What does require reevaluation and discussion of risks and benefits with patients?
Answer: Consideration of opioid therapy beyond 90 days
Recommendations

We strongly recommend against initiation of long-term opioid therapy for chronic pain. We recommend alternatives to opioid therapy such as self-management strategies and other non-pharmacological treatments. When pharmacologic therapies are used, we recommend non-opioids over opioids. If prescribing opioid therapy for patients with chronic pain, we recommend a short duration. Note: Consideration of opioid therapy beyond 90 days requires reevaluation and discussion with patient of risks and benefits.

Question: Consideration of opioid therapy beyond 90 days requires what?
Answer: reevaluation and discussion with patient of risks and benefits
Recommendations

For patients currently on long-term opioid therapy, we recommend ongoing risk mitigation strategies, assessment for opioid use disorder, and consideration for tapering when risks exceed benefits. We recommend against long-term opioid therapy for pain in patients with untreated substance use disorder. For patients currently on long-term opioid therapy with evidence of untreated substance use disorder, we recommend close monitoring, including engagement in substance use disorder treatment, and discontinuation of opioid therapy for pain with appropriate tapering.

Question: What is recommended for patients currently on long-term opioid therapy?
Answer: ongoing risk mitigation strategies, assessment for opioid use disorder, and consideration for tapering when risks exceed benefits
Recommendations

For patients currently on long-term opioid therapy, we recommend ongoing risk mitigation strategies, assessment for opioid use disorder, and consideration for tapering when risks exceed benefits. We recommend against long-term opioid therapy for pain in patients with untreated substance use disorder. For patients currently on long-term opioid therapy with evidence of untreated substance use disorder, we recommend close monitoring, including engagement in substance use disorder treatment, and discontinuation of opioid therapy for pain with appropriate tapering.

Question: What is the stance regarding the long-term opioid therapy for pain in patients with untreated substance use disorder?
Answer: recommend against
Recommendations

For patients currently on long-term opioid therapy, we recommend ongoing risk mitigation strategies, assessment for opioid use disorder, and consideration for tapering when risks exceed benefits. We recommend against long-term opioid therapy for pain in patients with untreated substance use disorder. For patients currently on long-term opioid therapy with evidence of untreated substance use disorder, we recommend close monitoring, including engagement in substance use disorder treatment, and discontinuation of opioid therapy for pain with appropriate tapering.

Question: What is recommended for patients currently on long-term opioid therapy with evidence of untreated substance use disorder?
Answer: close monitoring, including engagement in substance use disorder treatment, and discontinuation of opioid therapy for pain with appropriate tapering
Recommendations

We recommend against the concurrent use of benzodiazepines and opioids. Note: For patients currently on long-term opioid therapy and benzodiazepines, consider tapering one or both when risks exceed benefits and obtaining specialty consultation as appropriate. We recommend against long-term opioid therapy for patients less than 30 years of age secondary to higher risk of opioid use disorder and overdose. For patients less than 30 years of age currently on long-term opioid therapy, we recommend close monitoring and consideration for tapering when risks exceed benefits.

Question: What is the stance regarding the concurrent use of benzodiazepines and opioids?
Answer: recommend against
Recommendations

We recommend against the concurrent use of benzodiazepines and opioids. Note: For patients currently on long-term opioid therapy and benzodiazepines, consider tapering one or both when risks exceed benefits and obtaining specialty consultation as appropriate. We recommend against long-term opioid therapy for patients less than 30 years of age secondary to higher risk of opioid use disorder and overdose. For patients less than 30 years of age currently on long-term opioid therapy, we recommend close monitoring and consideration for tapering when risks exceed benefits.

Question: What to consider for patients currently on long-term opioid therapy and benzodiazepines?
Answer: consider tapering one or both when risks exceed benefits and obtaining specialty consultation as appropriate
Recommendations

We recommend against the concurrent use of benzodiazepines and opioids. Note: For patients currently on long-term opioid therapy and benzodiazepines, consider tapering one or both when risks exceed benefits and obtaining specialty consultation as appropriate. We recommend against long-term opioid therapy for patients less than 30 years of age secondary to higher risk of opioid use disorder and overdose. For patients less than 30 years of age currently on long-term opioid therapy, we recommend close monitoring and consideration for tapering when risks exceed benefits.

Question: What is the stance regarding long-term opioid therapy for patients less than 30 years of age secondary to higher risk of opioid use disorder and overdose?
Answer: recommend against
Recommendations

We recommend against the concurrent use of benzodiazepines and opioids. Note: For patients currently on long-term opioid therapy and benzodiazepines, consider tapering one or both when risks exceed benefits and obtaining specialty consultation as appropriate. We recommend against long-term opioid therapy for patients less than 30 years of age secondary to higher risk of opioid use disorder and overdose. For patients less than 30 years of age currently on long-term opioid therapy, we recommend close monitoring and consideration for tapering when risks exceed benefits.

Question: What to recommend for patients less than 30 years of age currently on long-term opioid therapy?
Answer: close monitoring and consideration for tapering when risks exceed benefits
Recommendations

We recommend implementing risk mitigation strategies upon initiation of long-term opioid therapy, starting with an informed consent conversation covering the risks and benefits of opioid therapy as well as alternative therapies. The strategies and their frequency should be commensurate with risk factors and include ongoing, random urine drug testing (including appropriate confirmatory testing), checking state prescription drug monitoring programs, monitoring for overdose potential and suicidality, providing overdose education, prescribing of naloxone rescue and accompanying education.

Question: What is recommended upon initiation of long-term opioid therapy?
Answer: implementing risk mitigation strategies
Recommendations

We recommend implementing risk mitigation strategies upon initiation of long-term opioid therapy, starting with an informed consent conversation covering the risks and benefits of opioid therapy as well as alternative therapies. The strategies and their frequency should be commensurate with risk factors and include ongoing, random urine drug testing (including appropriate confirmatory testing), checking state prescription drug monitoring programs, monitoring for overdose potential and suicidality, providing overdose education, prescribing of naloxone rescue and accompanying education.

Question: How to implement the risk mitigation strategies upon initiation of long-term opioid therapy?
Answer: starting with an informed consent conversation covering the risks and benefits of opioid therapy as well as alternative therapies
Recommendations

We recommend implementing risk mitigation strategies upon initiation of long-term opioid therapy, starting with an informed consent conversation covering the risks and benefits of opioid therapy as well as alternative therapies. The strategies and their frequency should be commensurate with risk factors and include ongoing, random urine drug testing (including appropriate confirmatory testing), checking state prescription drug monitoring programs, monitoring for overdose potential and suicidality, providing overdose education, prescribing of naloxone rescue and accompanying education.

Question: What should be commensurate with risk factors?
Answer: The strategies and their frequency
Recommendations

We recommend implementing risk mitigation strategies upon initiation of long-term opioid therapy, starting with an informed consent conversation covering the risks and benefits of opioid therapy as well as alternative therapies. The strategies and their frequency should be commensurate with risk factors and include ongoing, random urine drug testing (including appropriate confirmatory testing), checking state prescription drug monitoring programs, monitoring for overdose potential and suicidality, providing overdose education, prescribing of naloxone rescue and accompanying education.

Question: What are included in the strategies and their frequency?
Answer: ongoing, random urine drug testing (including appropriate confirmatory testing), checking state prescription drug monitoring programs, monitoring for overdose potential and suicidality, providing overdose education, prescribing of naloxone rescue and accompanying education
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: What is recommended when considering initiating or continuing long-term opioid therapy?
Answer: assessing suicide risk and intervening when necessary
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: When is assessing suicide risk and intervening recommended?
Answer: when considering initiating or continuing long-term opioid therapy
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: When is it recommended to evaluate benefits of continued opioid therapy and risk for opioid-related adverse events?
Answer: at least every three months
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: What is recommended at least every 3 months?
Answer: evaluating benefits of continued opioid therapy and risk for opioid-related adverse events
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: What risk is recommended to be evaluated at least every 3 months?
Answer: risk for opioid-related adverse events
Recommendations

We recommend assessing suicide risk and intervening when necessary when considering initiating or continuing long-term opioid therapy. We recommend evaluating benefits of continued opioid therapy and risk for opioid-related adverse events at least every three months. If prescribing opioids, we recommend prescribing the lowest dose of opioids as indicated by patient-specific risks and benefits. Note: There is no absolutely safe dose of opioids. 

Question: What benefits are recommended to be evaluated at least every 3 months?
Answer: benefits of continued opioid therapy