{"id":"W4396227866","doi":"10.1111/add.16520","title":"The surge of bromazolam‐related fatalities replacing other novel designer benzodiazepines‐related fatalities in San Francisco","year":2024,"lang":"en","type":"article","venue":"Addiction","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Forensic toxicology; Polysubstance dependence; Poison control; Injury prevention; Accidental; Environmental health; Emergency medicine; Substance abuse; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001721149,0.0002575964,0.0003654904,0.0003365232,0.0003506562,0.00003781386,0.0001922407,0.0006025744,0.002095921],"category_scores_gemma":[0.0001907427,0.0002022667,0.0001895627,0.0007896691,0.0005946499,0.0003258692,0.00005419848,0.0009314656,0.0001218855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000756,"about_ca_system_score_gemma":0.0001089975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004224428,"about_ca_topic_score_gemma":0.0006212543,"domain_scores_codex":[0.9976397,0.0004967547,0.0008265455,0.0003894762,0.0001872714,0.0004602262],"domain_scores_gemma":[0.9980574,0.001329381,0.0001771995,0.000281093,0.00007297788,0.00008195973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003103414,0.001749585,0.06801724,0.0008020835,0.0139027,0.0004418559,0.04987317,0.03155142,0.2559405,0.3344175,0.06847895,0.1717216],"study_design_scores_gemma":[0.008910704,0.000922711,0.04438026,0.0009674735,0.003730087,0.0004894104,0.01166217,0.1552376,0.1611458,0.04407178,0.5660473,0.002434747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734437,0.01073612,0.0006486983,0.0009764663,0.003806704,0.0004041032,0.0003065706,0.0003361622,0.009341501],"genre_scores_gemma":[0.9933943,0.0002990062,0.00005143243,0.0002611485,0.0001062011,0.00005274691,0.0001121714,0.00003715152,0.005685857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4975684,"threshold_uncertainty_score":0.9988163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884578194316702,"score_gpt":0.360197541303966,"score_spread":0.311351759360799,"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."}}