{"id":"W4323059202","doi":"10.2139/ssrn.4374583","title":"Predictors of Fatal and Non-Fatal Overdose Following Prescription of Opioids for Chronic Pain: A Systematic Review and Meta-Analysis of Observational Studies","year":2023,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Institute for Clinical Evaluative Sciences; University of Toronto; McMaster University","funders":"","keywords":"Observational study; Chronic pain; Medicine; Medical prescription; Meta-analysis; Opioid; Systematic review; Intensive care medicine; Emergency medicine; MEDLINE; Psychiatry; Internal medicine; Pharmacology","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":[0.009415965,0.002054643,0.0121107,0.00403298,0.0005740736,0.002854052,0.001859604,0.002025861,0.002596598],"category_scores_gemma":[0.02793285,0.001401929,0.03375412,0.005513785,0.0006655526,0.001817894,0.001783423,0.002074448,0.0002182344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383123,"about_ca_system_score_gemma":0.002850482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918446,"about_ca_topic_score_gemma":0.01527899,"domain_scores_codex":[0.9928408,0.002321494,0.002870312,0.001007178,0.0007338701,0.0002262926],"domain_scores_gemma":[0.9774398,0.01649679,0.004171355,0.000727414,0.0009707321,0.000193889],"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":[0.002164582,0.0000448848,0.01899188,0.268591,0.6939768,0.0001310739,0.000123436,0.0004134768,0.0001959267,0.00009416081,0.0004339998,0.01483887],"study_design_scores_gemma":[0.000397963,0.0001489471,0.01203806,0.0147366,0.9710397,0.000139199,0.00007510212,0.0001586118,0.00007989968,0.0001660609,0.0009862949,0.00003361966],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01033085,0.9880902,0.0004883985,0.00008651715,0.00009095977,0.0001339654,0.0006308098,0.00001356869,0.0001347604],"genre_scores_gemma":[0.2135993,0.7814288,0.002202437,0.0006246241,0.0001953191,0.0003967313,0.001293661,0.00002627642,0.0002329227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0121107,"threshold_uncertainty_score":0.049797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110709053141202,"score_gpt":0.3822022376937695,"score_spread":0.2714931845525675,"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."}}