{"id":"W4320487003","doi":"10.24095/hpcdp.43.2.02","title":"Opioid-related deaths in Kingston, Frontenac, Lennox and Addington in Ontario, Canada: the shadow epidemic","year":2023,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; Queen's University","funders":"Queen's University","keywords":"Medicine; Context (archaeology); Opioid; Anxiety; Psychiatry; Demography; Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0004193374,0.0002568328,0.0003044896,0.001102385,0.00435033,0.00148851,0.001233089,0.0004850467,0.002449916],"category_scores_gemma":[0.001757403,0.000315748,0.0003748728,0.002697107,0.001266877,0.0006487141,0.001881422,0.0009255855,0.0002525397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04336655,"about_ca_system_score_gemma":0.05311644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951684,"about_ca_topic_score_gemma":0.9984621,"domain_scores_codex":[0.999256,0.00004046463,0.00004654173,0.00008070147,0.0002613611,0.0003149545],"domain_scores_gemma":[0.9977132,0.0001022915,0.0005546004,0.00004866074,0.0007003723,0.0008808704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006200492,0.00002994276,0.9789816,0.0001461349,0.00003416777,0.0005336138,0.005660306,0.0001246571,0.000232758,0.0003034312,0.004822505,0.009068819],"study_design_scores_gemma":[0.000005011797,0.00001808833,0.9854607,0.0001389685,0.00001182209,0.0001750076,0.01018252,0.0001640358,0.00004391757,0.00006096758,0.003725514,0.00001348987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847763,0.002141601,0.0001552567,0.003483869,0.00004973498,0.00009401092,0.003731134,0.00002118802,0.00554692],"genre_scores_gemma":[0.990657,0.003122727,0.00019864,0.001004133,0.00002830694,0.00004503747,0.001331562,0.000008505317,0.003604142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04336655,"threshold_uncertainty_score":0.3146479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431172727390231,"score_gpt":0.2918324411856734,"score_spread":0.2675207139117711,"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."}}