{"id":"W4402324736","doi":"10.1007/s12024-024-00885-6","title":"Demographic, co-intoxicants and other characteristics of citalopram-involved overdose deaths","year":2024,"lang":"en","type":"article","venue":"Forensic Science Medicine and Pathology","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"Intramural Research Program; National Institute of General Medical Sciences","keywords":"Citalopram; Medicine; Emergency medicine; Drug overdose; Medical emergency; Intensive care medicine; Poison control; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005279656,0.0001554833,0.0004112213,0.0003782481,0.00009303541,0.00001353709,0.00006494301,0.00008106457,0.00004164261],"category_scores_gemma":[0.0002828927,0.0001008075,0.0000330464,0.0004679351,0.002716908,0.0000720753,0.00004092168,0.0001378706,0.000005188987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188289,"about_ca_system_score_gemma":0.0001088252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006481785,"about_ca_topic_score_gemma":0.000009340895,"domain_scores_codex":[0.9987715,0.00002383792,0.0002522704,0.0003912675,0.0002705084,0.0002906295],"domain_scores_gemma":[0.9993227,0.0001374532,0.00006020393,0.000206693,0.00006535991,0.0002075809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151903,0.00008837069,0.8532245,0.0003186237,0.00008079326,0.001128887,0.005520033,4.833129e-8,0.04661789,0.005924825,0.0009701207,0.08597406],"study_design_scores_gemma":[0.003030209,0.003678263,0.967473,0.001953732,0.000503873,0.002887136,0.001198565,0.001083386,0.007491354,0.002969992,0.007410722,0.0003197169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938668,0.002539784,0.0001397602,0.000657843,0.0003666681,0.0001492976,0.00002582835,0.00004842234,0.002205623],"genre_scores_gemma":[0.9977545,0.0004654394,0.00045587,0.0009996692,0.0001263518,0.000004756436,0.00001056678,0.00001262609,0.0001702162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142486,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258454217462631,"score_gpt":0.3273617669540988,"score_spread":0.2947772247794725,"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."}}