{"id":"W4362589583","doi":"10.1016/j.drugpo.2023.104023","title":"Risk mitigation guidance and safer supply prescribing among young people who use drugs in the context of COVID-19 and overdose emergencies","year":2023,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Vancouver Coastal Health; British Columbia Centre on Substance Use; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health; Sickkids Research Institute; University of British Columbia; Hospital for Sick Children; Michael Smith Health Research BC; Vancouver Foundation","keywords":"SAFER; Coronavirus disease 2019 (COVID-19); Context (archaeology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Medicine; Pandemic; Suicide prevention; Drug overdose; Poison control; Business; Virology; Computer security; Geography; Outbreak; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005048838,0.0001090029,0.0002237226,0.0004481624,0.00005003297,0.0000477337,0.0001435538,0.0000326237,0.00001592696],"category_scores_gemma":[0.001521061,0.00007987405,0.00007272384,0.0002460358,0.00009498732,0.0003129285,0.00006226631,0.000152509,0.000001437764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678118,"about_ca_system_score_gemma":0.0002565359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226949,"about_ca_topic_score_gemma":0.001099597,"domain_scores_codex":[0.9986547,0.0001185451,0.0004676372,0.0001153602,0.0005146425,0.0001290861],"domain_scores_gemma":[0.9988371,0.0003514293,0.0003569469,0.0001068525,0.0002314424,0.0001163001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401739,0.00007430885,0.8757626,0.00004310402,0.000140419,0.00002590697,0.1191144,0.00007526643,0.0002358146,0.0008800743,0.002956759,0.0005511356],"study_design_scores_gemma":[0.002125841,0.00006505248,0.9697173,0.0001895905,0.00005985844,0.00009326362,0.02551692,0.0004803765,0.0003284434,0.0008393185,0.0005223356,0.0000617335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855852,0.0005488271,0.00001901333,0.01328323,0.0001433403,0.0002016284,0.0001115722,0.000007864322,0.0000993616],"genre_scores_gemma":[0.9960065,0.002892697,0.0000767062,0.0005676033,0.0001617633,0.00000789934,0.00002052243,0.00001139314,0.0002548925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09395461,"threshold_uncertainty_score":0.9943079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150823686208197,"score_gpt":0.3121001447367122,"score_spread":0.2970177761158925,"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."}}