{"id":"W2154243862","doi":"10.1186/1747-597x-9-43","title":"Harms of prescription opioid use in the United States","year":2014,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical prescription; Demography; Consumption (sociology); Population; Environmental health; Substance abuse; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001430732,0.0001902569,0.0001983112,0.001827473,0.0003396921,0.0006651345,0.0003814366,0.0002954161,0.001207414],"category_scores_gemma":[0.006601276,0.0001610882,0.0004537777,0.002626476,0.0002885244,0.000413946,0.0007075722,0.0005826473,0.0001519325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091325,"about_ca_system_score_gemma":0.000797017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02082935,"about_ca_topic_score_gemma":0.03093825,"domain_scores_codex":[0.9987752,0.0003701787,0.0002112135,0.0001060762,0.0004792808,0.00005805166],"domain_scores_gemma":[0.9889808,0.001845443,0.007205373,0.0001962143,0.001337813,0.000434331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002370906,0.00003036674,0.9961898,0.00006215995,0.00009025497,0.00002786131,0.00007614683,0.0001204291,0.00002726653,0.00004286136,0.0004647999,0.002844291],"study_design_scores_gemma":[0.000001008138,0.00002533335,0.9991274,0.00002890843,0.00002116576,0.00005718332,0.0001077098,0.0001255287,0.00002211214,0.00003087796,0.0004501745,0.000002520759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810051,0.003813942,0.0002546278,0.001141948,0.00004617397,0.00005383379,0.008282071,0.00002843589,0.005373847],"genre_scores_gemma":[0.995613,0.001250551,0.0002306137,0.0001536053,0.00003911124,0.00002398052,0.00248057,0.000002555052,0.00020607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082935,"threshold_uncertainty_score":0.04141623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869327861748287,"score_gpt":0.3101633850371189,"score_spread":0.281470106419636,"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."}}