{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002622925,0.0002381242,0.0005945614,0.000129574,0.0001990154,0.000002190649,0.0001036784,0.000100725,0.0009539304],"category_scores_gemma":[0.001443341,0.0001560809,0.0001638531,0.0004558969,0.00008917361,0.00004178234,0.00006175896,0.0001973784,0.00001498877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006122711,"about_ca_system_score_gemma":0.00005760166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008368984,"about_ca_topic_score_gemma":0.00002055778,"domain_scores_codex":[0.9985253,0.00003927101,0.0004987165,0.0003564268,0.0002111016,0.000369197],"domain_scores_gemma":[0.9992144,0.0001735734,0.0001026286,0.0002249902,0.0001467446,0.0001377235],"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":[0.0005349228,0.0004528326,0.06179574,0.001410485,0.0006407621,0.00002359898,0.0005309678,0.000009287925,0.1129469,0.002243647,0.7919412,0.02746964],"study_design_scores_gemma":[0.02472151,0.007576483,0.1407237,0.002214998,0.003846686,0.00004310433,0.002250165,0.004207685,0.05892002,0.005805493,0.7485996,0.001090576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.635924,0.0126119,0.006782054,0.06502278,0.007882385,0.003958939,0.00003492429,0.0004675899,0.2673154],"genre_scores_gemma":[0.9656852,0.00189208,0.0007547004,0.002827074,0.001280431,0.00002163394,0.00003157962,0.00002271241,0.02748461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3297612,"threshold_uncertainty_score":0.9999593,"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."}}