{"id":"W4388427438","doi":"10.1093/jat/bkad058","title":"Flualprazolam and flubromazolam: Blood concentrations and prevalence of two novel psychoactive substances in forensic case work in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Analytical Toxicology","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Forensic toxicology; Sexual assault; Cause of death; Forensic science; Poison control; Internal medicine; Injury prevention; Emergency medicine; Veterinary medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224826,0.0002180794,0.0007453586,0.0004796506,0.00009743099,0.00001064328,0.0001593765,0.0003299782,0.0003377698],"category_scores_gemma":[0.0004009198,0.0002001031,0.00009018856,0.0009114778,0.0007447774,0.0001610844,0.00005359564,0.0012997,0.000001295841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118919,"about_ca_system_score_gemma":0.0009942619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04399203,"about_ca_topic_score_gemma":0.898374,"domain_scores_codex":[0.9976369,0.0003653832,0.001012585,0.000306874,0.000185231,0.0004930036],"domain_scores_gemma":[0.9972349,0.001785754,0.0004094698,0.0001280909,0.0001677022,0.0002741203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001232431,0.000704676,0.9744841,0.00008258354,0.000730811,0.006258754,0.001914601,0.003283869,0.003811082,0.004323812,0.001726494,0.001446716],"study_design_scores_gemma":[0.01124592,0.001121827,0.9631793,0.0001442156,0.001664979,0.004914672,0.001978238,0.007456789,0.003851914,0.0024319,0.001514423,0.0004958452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967602,0.0007896341,0.00001990829,0.001305665,0.0004477768,0.000176627,0.00002658485,0.000006703248,0.0004668229],"genre_scores_gemma":[0.9984643,0.0003695227,0.0003214928,0.0004293266,0.0000560191,0.000006589034,0.00000264214,0.000009952264,0.0003400889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854382,"threshold_uncertainty_score":0.9623741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06782673157351128,"score_gpt":0.3877751248373594,"score_spread":0.3199483932638481,"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."}}