{"id":"W4407068039","doi":"10.1016/j.drugalcdep.2024.111954","title":"Is Unintentional Benzodiazepine Consumption Associated With Frequency of Drug Checking Utilization? a Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; British Columbia Centre on Substance Use; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Cross-sectional study; Benzodiazepine; Medicine; Environmental health; Emergency medicine; Medical emergency; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347131,0.0003910021,0.0005090327,0.0008794507,0.0008111924,0.001186393,0.0005256149,0.001349095,0.002668351],"category_scores_gemma":[0.003178606,0.001217879,0.001185732,0.001231415,0.0005687707,0.00096884,0.0005329027,0.001511612,0.000648715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484252,"about_ca_system_score_gemma":0.0004592994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107161,"about_ca_topic_score_gemma":0.01284177,"domain_scores_codex":[0.9990233,0.0003525369,0.0001429012,0.0002161723,0.0001166326,0.000148444],"domain_scores_gemma":[0.9949718,0.001107451,0.002186049,0.000539451,0.0004546937,0.0007404836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007732962,0.0001191005,0.9993007,0.000004850121,0.0001133833,0.00002727536,0.00006678555,0.000009379456,0.00007617859,0.000007064614,0.00002830026,0.0001696229],"study_design_scores_gemma":[0.00000521231,0.0001954743,0.9992065,0.000004401852,0.00005234001,0.0001018378,0.000252068,0.00007846751,0.00002665975,0.00000874963,0.0000642817,0.000003996055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989554,0.0001888691,0.00008768425,0.00004025864,0.00001435681,0.00001018529,0.0003132398,0.000003412836,0.0003865591],"genre_scores_gemma":[0.9991518,0.000111397,0.0001024242,0.00006055406,0.00001623701,0.00001095274,0.0002779811,0.000003018172,0.0002655525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107161,"threshold_uncertainty_score":0.02201432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890633497580833,"score_gpt":0.3605642863357661,"score_spread":0.3116579513599578,"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."}}