{"id":"W3183169610","doi":"10.21203/rs.3.rs-694379/v1","title":"Diverse Psychotropic Substances Detected in Drug and Paraphernalia Samples Submitted to Drug Checking Services in Toronto, Ontario, Canada, October 2019-April 2020","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Health Canada; Ontario Ministry of Research, Innovation and Science; St. Michael's Hospital Foundation","keywords":"Paraphernalia; Drug; Psychotropic drug; Medicine; Geography; Psychiatry; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006709529,0.0007776727,0.0003717221,0.002804923,0.003217431,0.001465545,0.00101199,0.0005118474,0.003244113],"category_scores_gemma":[0.001443291,0.0004616615,0.000362252,0.003687728,0.00162782,0.0002819797,0.00108779,0.0004727841,0.0007317247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01775933,"about_ca_system_score_gemma":0.01803143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9531288,"about_ca_topic_score_gemma":0.9840771,"domain_scores_codex":[0.9978235,0.0001117605,0.0001278182,0.0002415521,0.001247614,0.0004476657],"domain_scores_gemma":[0.997341,0.0001144166,0.0005852765,0.00006050366,0.001507646,0.0003910971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005542208,0.0001248303,0.940543,0.0005648577,0.00009789205,0.002319706,0.006726495,0.0001855727,0.02077309,0.0001966296,0.008568029,0.0193457],"study_design_scores_gemma":[0.000006299891,0.00007968675,0.9883509,0.0000668927,0.0000256183,0.0003415668,0.003686225,0.000148825,0.001743538,0.00001093639,0.005521991,0.00001748518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607944,0.00221029,0.0006636303,0.0007886657,0.0001032289,0.0005795613,0.02380552,0.0001164852,0.0109382],"genre_scores_gemma":[0.9746825,0.001938191,0.001584789,0.0009717768,0.00006140143,0.0001608022,0.008814134,0.00003864117,0.01174786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04687119,"threshold_uncertainty_score":0.1288536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894018595446762,"score_gpt":0.4280609940082126,"score_spread":0.359120808053745,"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."}}