{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008523984,0.0002975953,0.0009248159,0.001793779,0.0009249107,0.003091785,0.0006923411,0.001336929,0.001814214],"category_scores_gemma":[0.03803695,0.0002000772,0.0004501403,0.002616224,0.001223122,0.004546699,0.001592782,0.002029941,0.0004833752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776885,"about_ca_system_score_gemma":0.002466291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01945952,"about_ca_topic_score_gemma":0.03556568,"domain_scores_codex":[0.9941077,0.0024887,0.001273369,0.0005134187,0.001197214,0.000419592],"domain_scores_gemma":[0.9751005,0.006180563,0.006753878,0.0009723339,0.008782621,0.002210259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778921,0.00006419462,0.7492456,0.0009770378,0.0001501129,0.0002017437,0.002599805,0.0002538544,0.0001823004,0.001525259,0.02976778,0.2148545],"study_design_scores_gemma":[0.00003190724,0.0002602585,0.9025264,0.003647116,0.0002106179,0.0009515941,0.0254732,0.0008011308,0.0006396949,0.002785841,0.06254006,0.0001321984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4643312,0.1542791,0.00465215,0.3277952,0.007878614,0.0001516241,0.005375957,0.0004935518,0.03504258],"genre_scores_gemma":[0.9462218,0.03033178,0.003554683,0.01487012,0.002222807,0.00005820614,0.001488987,0.00005386073,0.001197822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01945952,"threshold_uncertainty_score":0.04507971,"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."}}