{"id":"W4366221523","doi":"10.3389/fpubh.2023.1046683","title":"Impact of COVID-19 pandemic on chronic pain and opioid use in marginalized populations: A scoping review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Li Ka Shing Foundation","keywords":"PsycINFO; Medicine; Chronic pain; Pandemic; Telemedicine; Multidisciplinary approach; Public health; Social isolation; Social distance; Opioid use disorder; Health care; Mental health; MEDLINE; Psychiatry; Opioid; Coronavirus disease 2019 (COVID-19); Nursing; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009037904,0.001196097,0.003679239,0.01379447,0.001261038,0.00436962,0.001750158,0.003040797,0.005405101],"category_scores_gemma":[0.05586744,0.0009036151,0.004818486,0.01430164,0.00120686,0.003142527,0.002583633,0.001629929,0.0005005389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004293572,"about_ca_system_score_gemma":0.02023573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424233,"about_ca_topic_score_gemma":0.02528991,"domain_scores_codex":[0.9932627,0.001985111,0.002367627,0.0005462751,0.001464788,0.0003734318],"domain_scores_gemma":[0.9576335,0.03400297,0.004352015,0.000428334,0.00321877,0.0003644167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001009065,0.00002611015,0.001611622,0.8771672,0.002216525,0.0002313426,0.001003038,0.0001726389,0.0001275762,0.001235956,0.006396967,0.1097102],"study_design_scores_gemma":[0.00001525144,0.00004207707,0.002468965,0.9584953,0.00562884,0.0002820572,0.0006975275,0.00005506096,0.00007203912,0.0004144701,0.03180885,0.00001954892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007279786,0.9969343,0.00009980956,0.0007588956,0.0002297818,0.0001726146,0.0002741643,0.000005645371,0.0007968338],"genre_scores_gemma":[0.006306072,0.9922647,0.0002136707,0.0005723356,0.0001264529,0.0002458972,0.0001674433,0.000003555405,0.0000997188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01424233,"threshold_uncertainty_score":0.04779756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683713804873498,"score_gpt":0.4832709468518031,"score_spread":0.2148995663644533,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}