{"id":"W4309949185","doi":"10.1136/rapm-2022-104169","title":"Impact of the COVID-19 pandemic on opioid overdose and other adverse events in the USA and Canada: a systematic review","year":2022,"lang":"en","type":"review","venue":"Regional Anesthesia & Pain Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Opioid; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Adverse effect; Opioid overdose; Opioid epidemic; Intensive care medicine; Virology; (+)-Naloxone; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004678908,0.001240124,0.00496067,0.00650423,0.0008172831,0.002388139,0.001241417,0.001519551,0.005133407],"category_scores_gemma":[0.02781545,0.0006667264,0.008319023,0.009755045,0.0006681281,0.001242461,0.001612723,0.001391073,0.0003069958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005803638,"about_ca_system_score_gemma":0.02325357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1021347,"about_ca_topic_score_gemma":0.2909828,"domain_scores_codex":[0.996323,0.0009664652,0.001155112,0.0002940361,0.001040659,0.0002206927],"domain_scores_gemma":[0.9855556,0.009404124,0.002426062,0.0001986897,0.002155693,0.0002597455],"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":[0.0002195533,0.00001550883,0.001917018,0.938885,0.01440907,0.00009934993,0.0001860656,0.0001540528,0.0001143287,0.0002615728,0.004376071,0.03936252],"study_design_scores_gemma":[0.0002056923,0.0001190392,0.009912245,0.8455195,0.1109631,0.0002727473,0.0003826629,0.00008435357,0.000152563,0.0003247968,0.0320086,0.00005476468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007149471,0.9977123,0.00005559886,0.0002672877,0.00008783158,0.0001099571,0.0007054632,0.000005318104,0.000341279],"genre_scores_gemma":[0.0100773,0.9885816,0.0002178106,0.0005496376,0.00004341306,0.0001245077,0.000275538,0.000003958978,0.0001261938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8978653,"threshold_uncertainty_score":0.2030804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0738414128036744,"score_gpt":0.3579599470108126,"score_spread":0.2841185342071382,"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."}}