{"id":"W3025405166","doi":"10.1016/j.psychres.2020.113096","title":"The COVID-19 pandemic and its impact on substance use: Implications for prevention and treatment","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":312,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Pandemic; Psychosocial; Addiction; Public health; Population; Environmental health; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Health care; Medicine; Outbreak; Psychiatry; Business; Psychology; Economic growth; Disease; Nursing; Virology; Economics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004899353,0.0003033671,0.0005839576,0.001337318,0.002688237,0.004574418,0.0009082071,0.002975092,0.03000893],"category_scores_gemma":[0.01452515,0.0002126879,0.0007391153,0.001836663,0.002415742,0.003382018,0.003865348,0.004794627,0.002034924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005715925,"about_ca_system_score_gemma":0.01480766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0426376,"about_ca_topic_score_gemma":0.1316443,"domain_scores_codex":[0.9971704,0.0008955615,0.0001731627,0.0002304184,0.0006020402,0.0009283407],"domain_scores_gemma":[0.9860262,0.003591386,0.002163861,0.0003484577,0.002767499,0.005102602],"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":[0.0005380473,0.0009831242,0.2127667,0.001688041,0.0001711373,0.001275259,0.003131826,0.0003475346,0.0006712712,0.05644238,0.3988297,0.323155],"study_design_scores_gemma":[0.0001030715,0.0005817458,0.3756374,0.009555481,0.0001054794,0.001395299,0.03278721,0.0004843783,0.000286129,0.03225638,0.5466589,0.0001485237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04962494,0.1013713,0.0005015805,0.7715788,0.01159125,0.00008258299,0.003757843,0.00004993806,0.06144174],"genre_scores_gemma":[0.4741495,0.2535999,0.004133391,0.2250028,0.02457917,0.0003520267,0.003539624,0.0001236997,0.01451998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0426376,"threshold_uncertainty_score":0.1003899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2459968556030051,"score_gpt":0.5033243676733926,"score_spread":0.2573275120703875,"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."}}