{"id":"W4285384827","doi":"10.2105/ajph.2022.306881","title":"Xylazine and Overdoses: Trends, Concerns, and Recommendations","year":2022,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Xylazine; Medicine; Public health; Harm; Environmental health; Harm reduction; Drug; Sedative; Drug overdose; Pharmacology; Intensive care medicine; Anesthesia; Poison control; Ketamine; Political science; Nursing; Law","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":[0.005500417,0.0009096634,0.001604486,0.004752348,0.002008738,0.005138799,0.003185645,0.005392148,0.01244275],"category_scores_gemma":[0.02878359,0.0006630237,0.001738857,0.004498292,0.001430148,0.008926397,0.002094971,0.008148761,0.005137805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130722,"about_ca_system_score_gemma":0.01378155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529435,"about_ca_topic_score_gemma":0.06370434,"domain_scores_codex":[0.995255,0.001215737,0.001322417,0.0004764592,0.001321911,0.0004085651],"domain_scores_gemma":[0.9698416,0.005854652,0.003233969,0.0004051753,0.01550903,0.005155566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001258654,0.0003881828,0.05906463,0.004327099,0.0001993988,0.0005783096,0.0006583201,0.0004359388,0.0001650174,0.003487408,0.6490477,0.2815222],"study_design_scores_gemma":[0.0002486246,0.0005193318,0.1517235,0.0505246,0.000890795,0.003177452,0.02036169,0.003493884,0.0005131097,0.02714489,0.7410413,0.0003608493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004661393,0.1439433,0.001445559,0.8237087,0.008604134,0.0002456479,0.00332948,0.0004462591,0.01361548],"genre_scores_gemma":[0.09180111,0.6362241,0.01958282,0.2036084,0.021304,0.001123255,0.009847618,0.0002116601,0.01629714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03529435,"threshold_uncertainty_score":0.07017785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07128952292917322,"score_gpt":0.371925904625062,"score_spread":0.3006363816958887,"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."}}