{"id":"W3186777141","doi":"10.1080/10550887.2021.1950262","title":"Drug type and risk behaviors associated with non-fatal overdose among people who use drugs: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Addictive Diseases","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Heroin; Harm reduction; Buprenorphine; Population; Psychological intervention; Drug overdose; Meta-analysis; Drug; Poison control; Psychiatry; Emergency medicine; Family medicine; Opioid; Environmental health; Internal medicine; Human immunodeficiency virus (HIV)","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"],"consensus_categories":[],"category_scores_codex":[0.0004248667,0.0007346505,0.0131678,0.0005230514,0.00011092,0.0001333623,0.0001356789,0.0001336487,0.0001661984],"category_scores_gemma":[0.001821518,0.000409092,0.002888553,0.001573934,0.0001083846,0.0003319026,0.00009402356,0.0005228276,0.000002146632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826941,"about_ca_system_score_gemma":0.000674447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293841,"about_ca_topic_score_gemma":0.00004713476,"domain_scores_codex":[0.9959915,0.000975812,0.001439633,0.0004922681,0.0008381504,0.0002626009],"domain_scores_gemma":[0.9934816,0.000942944,0.00334565,0.0005468097,0.001137952,0.0005450097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004598353,0.0009840014,0.0124616,0.322384,0.6615109,0.0006619725,0.0009062384,0.000001370092,4.703338e-9,7.039993e-7,0.0007385204,0.0003047369],"study_design_scores_gemma":[0.0005723104,0.0002815327,0.01428931,0.1365512,0.8470837,0.00009001581,0.0006107287,0.00000302645,4.947704e-8,4.766671e-7,0.0002365758,0.0002811187],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006312046,0.9889596,0.00000339478,0.00002320921,0.00002459632,0.002302795,0.002354765,0.00001318866,0.000006450655],"genre_scores_gemma":[0.001181403,0.9973994,0.00004104563,0.00007285573,0.00002267634,0.0001643755,0.000587354,0.00007877671,0.0004520369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1858328,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128966554062248,"score_gpt":0.3131515568825592,"score_spread":0.2918618913419367,"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."}}