{"id":"W4290990924","doi":"10.1016/s2215-0366(22)00241-3","title":"The upcoming synthetic ultrapotent opioid wave as a foreseeable disaster","year":2022,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heroin; Scopus; Medicine; Fentanyl; Coronavirus disease 2019 (COVID-19); Pharmacology; Drug; Medical emergency; Political science; MEDLINE; Law; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004533027,0.0005993859,0.0008647293,0.00009041971,0.0008956529,0.0001501778,0.0008555906,0.0003191712,0.001567101],"category_scores_gemma":[0.00006231735,0.0003102112,0.0005359038,0.0002378765,0.0002168412,0.00004233572,0.0002618881,0.003064051,0.0003525398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405718,"about_ca_system_score_gemma":0.0004317567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324362,"about_ca_topic_score_gemma":0.00002662629,"domain_scores_codex":[0.9964633,0.0002766745,0.0005092532,0.0006737158,0.0009791321,0.001097934],"domain_scores_gemma":[0.9964796,0.0004180689,0.0002967014,0.002670896,0.00004663263,0.00008808383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003803064,0.0001364636,0.0009318154,0.0003881269,0.0006654345,0.0001304239,0.001330112,0.000003695704,0.000003478596,0.0003851141,0.9946036,0.001041461],"study_design_scores_gemma":[0.001649872,0.0004302015,0.000796798,0.0003567153,0.0007907079,0.00040959,0.00163827,0.00004136465,0.000008217756,0.008732566,0.9847846,0.0003610788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007841733,0.009301186,0.000008913841,0.9474565,0.004756974,0.001734787,0.0001254576,0.0001676888,0.02860673],"genre_scores_gemma":[0.004258325,0.002433175,0.000562202,0.9133361,0.01738067,0.001375151,0.0005505633,0.0003228643,0.05978093],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03412041,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396920943185795,"score_gpt":0.2732278930753469,"score_spread":0.2492586836434889,"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."}}