{"id":"W4281706260","doi":"10.1016/j.drugpo.2022.103742","title":"“COVID just kind of opened a can of whoop-ass”: The rapid growth of safer supply prescribing during the pandemic documented through an environmental scan of addiction and harm reduction services in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canada Research Chairs; Centre for Addiction and Mental Health; Vancouver Coastal Health; Western University; University of Toronto; Université de Montréal; University of Victoria; University of New Brunswick; Dalhousie University; Ottawa Public Health; PHS Community Services Society; University of British Columbia; Canadian Centre for Policy Alternatives; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research","keywords":"SAFER; Business; Context (archaeology); Psychological intervention; Harm reduction; Medicine; Pandemic; Pharmacy; Buprenorphine; Medical emergency; Environmental health; Public health; Nursing; Opioid; Computer security; Geography; Coronavirus disease 2019 (COVID-19)","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":[0.0002426767,0.0001007868,0.0002420927,0.0002105906,0.00005229115,0.00000609662,0.0002653364,0.00001572076,0.0001424321],"category_scores_gemma":[0.00002496597,0.00007055298,0.00006509321,0.0001384717,0.0000791414,0.0002119394,0.0001108561,0.0001802194,2.956219e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106646,"about_ca_system_score_gemma":0.0009236431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5992737,"about_ca_topic_score_gemma":0.06790724,"domain_scores_codex":[0.9983355,0.000144152,0.0006321984,0.0001027427,0.0006816839,0.0001037429],"domain_scores_gemma":[0.99891,0.00005026067,0.0007691452,0.0001252682,0.00009580491,0.00004956954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00326404,0.001232548,0.7103751,0.0002327981,0.001655565,0.00002709589,0.08547397,0.002789289,0.1905603,0.0002626018,0.00009937201,0.004027332],"study_design_scores_gemma":[0.005169705,0.0003409308,0.8738812,0.0002966054,0.0001916388,0.0003597377,0.05180428,0.0001632827,0.0674786,0.0001054579,0.000130705,0.00007788173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951111,0.0005056721,7.635232e-7,0.003625257,0.000151206,0.0002371303,0.0003053251,0.000001307253,0.00006220868],"genre_scores_gemma":[0.9989308,0.0007492602,0.00003325122,0.0001145004,0.00008814911,0.00000919331,0.00003981033,0.00001104775,0.0000239571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313665,"threshold_uncertainty_score":0.949101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009582129896519073,"score_gpt":0.2647489067810403,"score_spread":0.2551667768845212,"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."}}