{"id":"W2802930771","doi":"10.31027/odprn.2017.01","title":"Latest trends in opioid-related deaths in Ontario","year":2017,"lang":"en","type":"report","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Drug Policy Research Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Opioid; Geography; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003368441,0.0005392575,0.001274573,0.001150534,0.00004045564,0.00003742702,0.0002117497,0.0008645938,0.004244777],"category_scores_gemma":[0.0001138181,0.0004440435,0.0002599807,0.0002181286,0.00005121804,0.00007251739,0.0001053422,0.001243162,0.0002296905],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004072191,"about_ca_system_score_gemma":0.005690844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7446661,"about_ca_topic_score_gemma":0.8678395,"domain_scores_codex":[0.9972128,0.00002704361,0.0008379128,0.0007333956,0.0006621297,0.000526725],"domain_scores_gemma":[0.9982121,0.00003597448,0.0002886521,0.001176468,0.0001211218,0.0001656682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005747394,0.001056884,0.953254,0.0001337493,0.0002339142,0.002897726,0.001240684,0.000003045865,0.000003355318,0.0000201027,0.01974032,0.02135867],"study_design_scores_gemma":[0.003045474,0.0001943946,0.792615,0.0009520612,0.0002097799,0.0001242592,0.00004094985,0.000009197663,0.00001103255,0.00005483687,0.2024309,0.0003120983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2183385,0.00155641,1.662132e-7,0.0004925345,0.0007724765,0.0005453715,0.00001283358,0.00008050742,0.7782012],"genre_scores_gemma":[0.3899113,0.001313288,0.0001733353,0.00004468947,0.00005630669,0.0001057614,0.0017205,0.00008340408,0.6065914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1826906,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04467507089160418,"score_gpt":0.3344923024352211,"score_spread":0.2898172315436169,"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."}}