{"id":"W4214891846","doi":"10.1177/10398562221075192","title":"Drug overdose death rates in different countries: Who should be alarmed?","year":2022,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drug overdose; Drug; Mortality rate; Poison control; Cause of death; Demography; Stimulant; Injury prevention; Environmental health; Medical emergency; Emergency medicine; Psychiatry; Surgery; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001396037,0.0004014944,0.0005329134,0.0002698858,0.000203123,0.00003694537,0.0002247725,0.00009148835,0.002214507],"category_scores_gemma":[0.00001247078,0.0003549972,0.0001970826,0.0003597969,0.00005773684,0.00009462966,0.0001239267,0.0006494396,0.00004549218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167666,"about_ca_system_score_gemma":0.0003677863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003161,"about_ca_topic_score_gemma":0.0002572022,"domain_scores_codex":[0.9976043,0.0001014661,0.0004749817,0.0005792471,0.0006236513,0.0006163501],"domain_scores_gemma":[0.9989594,0.00004513928,0.0001144735,0.0006224538,0.00002655435,0.0002319346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002634048,0.001570494,0.9260693,0.0001629511,0.0001207651,0.0001011295,0.001939714,0.000029106,0.00002318184,0.002941179,0.06666349,0.0001153124],"study_design_scores_gemma":[0.0062083,0.0006627707,0.9390144,0.0001291847,0.0002393345,0.00009386588,0.008383884,0.00006138493,0.0002253395,0.00136839,0.04317471,0.0004384276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376362,0.001008452,0.000003176574,0.05562379,0.001189716,0.0008877597,0.0001378496,0.0001194397,0.003393604],"genre_scores_gemma":[0.9886445,0.0001284458,0.0002796436,0.004425682,0.0002112076,0.0002923408,0.0002256244,0.00007445497,0.005718128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05119811,"threshold_uncertainty_score":0.9998902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961932696264636,"score_gpt":0.3051749000815606,"score_spread":0.2855555731189142,"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."}}