{"id":"W2562043474","doi":"10.1097/phh.0000000000000514","title":"Can Emergency Department, Hospital Discharge, and Death Data Be Used to Monitor Burden of Drug Overdose in Rhode Island?","year":2016,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vineland Research and Innovation Centre","funders":"","keywords":"Medicine; Emergency department; Drug overdose; Emergency medicine; Public health; Population; Medical emergency; Health care; Substance abuse; Incidence (geometry); Poison control; Environmental health; Psychiatry","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":[0.002581242,0.0002789169,0.0003402602,0.002147795,0.0002247341,0.0008656366,0.0008121696,0.000344556,0.001256303],"category_scores_gemma":[0.012989,0.0001729277,0.0004211883,0.002044912,0.0002388471,0.001110323,0.0009308698,0.0005579893,0.0003517581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178817,"about_ca_system_score_gemma":0.00138749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09796606,"about_ca_topic_score_gemma":0.1382211,"domain_scores_codex":[0.9984995,0.000593247,0.0003254143,0.0001702156,0.0002663841,0.0001452329],"domain_scores_gemma":[0.9930272,0.000901921,0.002983142,0.0003928022,0.002231377,0.0004634874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018772,0.0000286957,0.9883252,0.00009447515,0.00005648124,0.00004142708,0.0001149809,0.000147885,0.0000865677,0.0000522028,0.002174709,0.008847283],"study_design_scores_gemma":[0.00000429202,0.0000378133,0.9965919,0.0001162798,0.00003262301,0.00006356866,0.0006190269,0.0008293589,0.0001143398,0.00003814809,0.001544437,0.000008162678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574631,0.002635758,0.001947164,0.007623978,0.0001076802,0.0003326519,0.02225617,0.0001016977,0.007531899],"genre_scores_gemma":[0.9809763,0.001950315,0.004700136,0.000918417,0.00007888147,0.0003435613,0.01030236,0.00001772861,0.0007121252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09796606,"threshold_uncertainty_score":0.1947917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673531663732434,"score_gpt":0.3836162537730107,"score_spread":0.3068809371356863,"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."}}