{"id":"W4415779959","doi":"10.1111/add.70242","title":"Reframing stimulant‐involved mortality: Counting—and preventing—fentanyl ± stimulant deaths as opioid deaths","year":2025,"lang":"en","type":"article","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stimulant; Fentanyl; Opioid; Accidental; Odds; Drug overdose; Opioid overdose; Methamphetamine; Opioid use disorder; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002529901,0.0002970785,0.0004135722,0.0002205681,0.0002450672,0.00006696366,0.00008100281,0.0001694239,0.0001405725],"category_scores_gemma":[0.0001736712,0.0002795614,0.0001208742,0.000292634,0.00006280634,0.0001500672,0.00009433443,0.0002412462,0.00007110891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538298,"about_ca_system_score_gemma":0.0002051829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057813,"about_ca_topic_score_gemma":0.00008487034,"domain_scores_codex":[0.9981692,0.00005612656,0.000447889,0.0005597101,0.0003787213,0.0003883397],"domain_scores_gemma":[0.999033,0.0001114003,0.0001367912,0.0004561743,0.000128259,0.0001344264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005695907,0.001486901,0.8847773,0.0008114457,0.002169323,0.0002722731,0.001809138,0.00007059515,0.008811601,0.003669938,0.003084976,0.09246689],"study_design_scores_gemma":[0.01147898,0.001750428,0.9047176,0.003021135,0.004956209,0.0001134853,0.002240249,0.01779335,0.0113193,0.00410144,0.0376613,0.0008465076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886471,0.003931756,0.0007747084,0.0002357864,0.0005157714,0.0009537034,0.00002986748,0.0002945337,0.004616781],"genre_scores_gemma":[0.9942607,0.000823688,0.0009864382,0.0005111426,0.0001309215,0.0001017687,0.0003235235,0.0000382611,0.002823506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09162039,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363470338258179,"score_gpt":0.3006696040015659,"score_spread":0.2870349006189841,"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."}}