{"id":"W4410957951","doi":"10.1097/01.eem.0000000000000047","title":"Antibiotics for Treating Severe Valproic Acid Overdose?","year":2025,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valproic Acid; Antibiotics; Medicine; Drug overdose; Pharmacology; Intensive care medicine; Emergency medicine; Chemistry; Epilepsy; Poison control; Psychiatry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302207,0.0004743512,0.0003352117,0.0006025344,0.0002933905,0.0008963059,0.0004636021,0.001797739,0.03602896],"category_scores_gemma":[0.0008421479,0.0001449592,0.0005874733,0.0003487058,0.0005334195,0.0009519777,0.0004612182,0.002316724,0.02964221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304231,"about_ca_system_score_gemma":0.000455067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655618,"about_ca_topic_score_gemma":0.005192281,"domain_scores_codex":[0.9998342,0.0000376107,0.00001757995,0.00002592129,0.00006064496,0.00002412985],"domain_scores_gemma":[0.9997956,0.00003198431,0.00003718049,0.00001633697,0.00007073086,0.0000482637],"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":[0.000214207,0.0000904125,0.0007039731,0.00103474,0.00003138295,0.0024421,0.00007802865,0.00008808105,0.002894029,0.006958937,0.6786195,0.3068445],"study_design_scores_gemma":[0.00004886923,0.00007309518,0.0007615662,0.0005788305,0.0000161242,0.004496915,0.00007103639,0.00005112906,0.0007966256,0.00184067,0.9912546,0.00001050989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006619417,0.3528407,0.01104848,0.3046206,0.04172756,0.0003912364,0.002211519,0.002550901,0.2779896],"genre_scores_gemma":[0.05835864,0.3823813,0.02806235,0.2117656,0.01200063,0.0003517557,0.001726857,0.0005355527,0.3048174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03602896,"threshold_uncertainty_score":0.1205289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403566794976572,"score_gpt":0.3932957874291899,"score_spread":0.3492601194794242,"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."}}