{"id":"W4379932391","doi":"10.47626/1516-4446-2023-3146","title":"Overdose death rates in Brazil: an ecological analysis by region","year":2023,"lang":"en","type":"letter","venue":"Brazilian Journal of Psychiatry","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Geography; Ecology; Demography; Environmental health; Medicine; Biology; Sociology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001813539,0.0003903651,0.0009921567,0.001050734,0.0003760198,0.0002536755,0.001388028,0.001256111,0.000345066],"category_scores_gemma":[0.0002841281,0.0003445708,0.0007737289,0.001944205,0.0003246689,0.0005446667,0.00005019276,0.002508167,0.00006668976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388797,"about_ca_system_score_gemma":0.001093713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008118044,"about_ca_topic_score_gemma":0.006949953,"domain_scores_codex":[0.9952279,0.001223428,0.001139264,0.000550797,0.001046523,0.0008120883],"domain_scores_gemma":[0.9975768,0.0003026633,0.00117612,0.0004079215,0.0002141659,0.0003223365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003490554,0.0001875994,0.1978159,0.00002891509,0.0002391352,0.0004135178,0.001217146,0.0000203751,0.000001056571,0.0002524703,0.7990412,0.0007477964],"study_design_scores_gemma":[0.001686188,0.0008778442,0.263882,0.0006912618,0.001677752,0.00006767272,0.008066605,0.00006475801,0.000003180068,0.02691848,0.6945099,0.001554372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1418202,0.002360906,0.0001663087,0.8430013,0.007448195,0.00037431,0.00009894581,0.0001213913,0.004608394],"genre_scores_gemma":[0.2211752,0.009763197,0.002339003,0.7033802,0.04563172,0.0000284299,0.000395471,0.0003096145,0.01697719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1396211,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855717441373979,"score_gpt":0.3457414531244851,"score_spread":0.3171842787107453,"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."}}