{"id":"W4280528490","doi":"10.1002/dta.3284","title":"Trace residue identification, characterization, and longitudinal monitoring of the novel synthetic opioid β‐U10, from discarded drug paraphernalia","year":2022,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"Department of Health, State Government of Victoria","keywords":"Paraphernalia; Codeine; Drug; Residue (chemistry); Chemistry; Pharmacology; Medicine; Geography; Archaeology; Morphine; Biochemistry","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":[0.0003151579,0.0004331314,0.0002296913,0.0007996007,0.0003217793,0.0004754515,0.000293235,0.0003286125,0.0005928854],"category_scores_gemma":[0.000501933,0.0001609612,0.0002411988,0.0003671864,0.0002895769,0.0002603112,0.0005531193,0.0003935709,0.0003691773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174524,"about_ca_system_score_gemma":0.0003875469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323094,"about_ca_topic_score_gemma":0.007047213,"domain_scores_codex":[0.9997383,0.00002313124,0.00001042399,0.00007306487,0.000121554,0.00003354988],"domain_scores_gemma":[0.9997835,0.00002381988,0.00007007056,0.00001576133,0.00008282,0.0000240512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002534042,0.0001246888,0.0512704,0.0001739025,0.00007915339,0.0002865938,0.0004316589,0.0005875147,0.9195811,0.0002090869,0.0003699304,0.02663255],"study_design_scores_gemma":[0.00001975052,0.001605141,0.2976075,0.00009308109,0.0001572226,0.001826984,0.001310749,0.01572794,0.6695569,0.0004063867,0.01160833,0.00007991977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875564,0.0007089435,0.008320881,0.00007599629,0.00002581708,0.00009633243,0.001338603,0.0001128974,0.001764118],"genre_scores_gemma":[0.9838212,0.001210163,0.01094914,0.0001223519,0.00002393555,0.00005611628,0.001442332,0.00003692035,0.002337832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003323094,"threshold_uncertainty_score":0.006607533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472544125874991,"score_gpt":0.3414994494785297,"score_spread":0.2867740082197798,"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."}}