{"id":"W4384298936","doi":"10.51731/cjht.2023.691","title":"Xylazine Test Strips for Drug Checking","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Xylazine; Adulterant; Tranquilizer; Medicine; Drug; Pharmacology; Toxicology; Ketamine; Anesthesia; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001284073,0.0001390496,0.0003365591,0.0007317595,0.0005364419,0.00002611689,0.0004803469,0.0001322834,0.00003669789],"category_scores_gemma":[0.0006313744,0.0001266029,0.000101027,0.0004202773,0.0001659747,0.0001402348,0.00002650219,0.0004838644,0.00004698237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904554,"about_ca_system_score_gemma":0.001076431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003338974,"about_ca_topic_score_gemma":0.0003462077,"domain_scores_codex":[0.9985628,0.00006329661,0.0005107957,0.0001450309,0.00008193756,0.0006361856],"domain_scores_gemma":[0.9989761,0.0003049568,0.0003477318,0.0001743312,0.0000997996,0.00009711876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003016008,0.00009900984,0.02682944,0.0009563019,0.000185804,0.01062328,0.001911584,0.00008038509,0.007124651,0.002211766,0.3495727,0.6001035],"study_design_scores_gemma":[0.001063795,0.00301998,0.02624401,0.0002974644,0.00002434663,0.004833433,0.005440211,0.0001545269,0.0007620247,0.004980635,0.9528688,0.0003107837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249052,0.009530128,0.00008488985,0.06373192,0.0007270834,0.0003810879,0.00006474838,0.0004500298,0.000124934],"genre_scores_gemma":[0.9984756,0.0002282271,0.0004983048,0.0004841215,0.00003868748,0.00002047036,0.000005851977,0.00002370683,0.000224996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6032961,"threshold_uncertainty_score":0.5162718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224932169927224,"score_gpt":0.3783318420089495,"score_spread":0.2558386250162271,"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."}}