{"id":"W4362522308","doi":"10.1186/s12889-023-15474-5","title":"“It’s just a perfect storm”: Exploring the consequences of the COVID-19 pandemic on overdose risk in British Columbia from the perspectives of people who use substances","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Biostatistics; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Storm; Epidemiology; Medical emergency; Coronavirus Infections; Environmental health; Virology; Infectious disease (medical specialty); Nursing; Outbreak; Geography; Meteorology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003831523,0.000531419,0.0006150016,0.00120838,0.02098759,0.007520974,0.002067193,0.002045177,0.00240448],"category_scores_gemma":[0.00390323,0.0005829228,0.0005303801,0.002076855,0.01215768,0.003636293,0.007158128,0.005198861,0.0002617617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03036227,"about_ca_system_score_gemma":0.03742172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8335866,"about_ca_topic_score_gemma":0.9202667,"domain_scores_codex":[0.9964123,0.001957541,0.0000789012,0.00013571,0.000335462,0.001080145],"domain_scores_gemma":[0.9962968,0.001311262,0.0004164061,0.00008897463,0.0008354827,0.00105105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001366804,0.00002391319,0.009938428,0.00009621092,0.000007105004,0.0009003213,0.983686,0.00002608542,0.0002007653,0.0006534467,0.001737161,0.002716908],"study_design_scores_gemma":[8.622631e-7,0.000007381157,0.002717405,0.00005982282,0.000002336199,0.00004644154,0.994626,0.00001330848,0.0000154584,0.00008248151,0.002423665,0.000004979455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704132,0.001896489,0.0002996806,0.01304258,0.0001163765,0.00008728275,0.0001288969,0.000008550558,0.01400688],"genre_scores_gemma":[0.9915855,0.002059049,0.0002824473,0.003581448,0.00002075025,0.00005085314,0.00005935149,0.00001174965,0.002348718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664134,"threshold_uncertainty_score":0.3347868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527128370482463,"score_gpt":0.3523942033763366,"score_spread":0.1996813663280904,"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."}}