{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002287176,0.0001539216,0.0003829133,0.0003145016,0.00005640724,0.00003317885,0.0001724534,0.00003034073,0.00006044047],"category_scores_gemma":[0.0006700024,0.000101322,0.00003094769,0.0002169955,0.00001662289,0.0008820497,0.0002272743,0.0001262428,0.000001944287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433655,"about_ca_system_score_gemma":0.0001707417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005958228,"about_ca_topic_score_gemma":0.0002093405,"domain_scores_codex":[0.9979948,0.0002652883,0.0006914007,0.0002521308,0.0004613942,0.0003349685],"domain_scores_gemma":[0.9981912,0.0002397186,0.0006130604,0.0003840206,0.0001249433,0.0004470505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302666,0.004148128,0.7046376,0.001788903,0.001867542,0.000420363,0.02163975,0.000002071044,0.00007169067,0.003123389,0.08148222,0.1795157],"study_design_scores_gemma":[0.00956816,0.002382554,0.5557898,0.0005580885,0.0004515501,0.00009724878,0.01149053,0.00003793998,0.00001233319,0.0002757837,0.4190581,0.0002779923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6644904,0.002436829,0.0003591533,0.330959,0.000283656,0.000787971,0.00008999628,0.000006705793,0.0005863315],"genre_scores_gemma":[0.977165,0.01783717,0.003335814,0.0006896996,0.0001613619,0.00001278637,0.00002532404,0.00001951438,0.0007532731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375759,"threshold_uncertainty_score":0.4131791,"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."}}