{"id":"W2419064192","doi":"","title":"Extracorporeal management of valproic acid overdose: a large regional experience.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Valproic Acid; Medicine; Hemoperfusion; Hemodialysis; Extracorporeal; Anesthesia; Internal medicine; Epilepsy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001646996,0.0001044137,0.0002220228,0.00004262594,0.00005171188,0.000004431581,0.00007251598,0.00003973292,0.00004680274],"category_scores_gemma":[0.00002198603,0.00007510101,0.0000900192,0.0001587161,0.00009603202,0.00004798326,0.00007756667,0.00009037822,0.000006174074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007095616,"about_ca_system_score_gemma":0.00001027271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000931332,"about_ca_topic_score_gemma":0.000001381519,"domain_scores_codex":[0.9990119,0.00001240502,0.0001778473,0.0001959189,0.000273771,0.0003281945],"domain_scores_gemma":[0.9996314,0.0000164809,0.00006404374,0.0001240587,0.00003112082,0.0001329158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005977909,0.01821965,0.08187749,0.003913787,0.004680667,0.006082283,0.006495767,0.0000931534,0.02310912,0.1413029,0.02213372,0.6861135],"study_design_scores_gemma":[0.004223548,0.0001262459,0.9768531,0.00004390667,0.0001120968,0.00002843517,0.0002222368,0.000005880278,0.01012536,0.001275808,0.006869721,0.0001136562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831589,0.000727364,0.0002939304,0.001707989,0.000133519,0.001103232,0.000007369082,0.00006213365,0.01280549],"genre_scores_gemma":[0.99681,0.0002279377,0.0003555406,0.0009127681,0.0000837841,0.001069207,0.000004920124,0.000007309683,0.0005285961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8949756,"threshold_uncertainty_score":0.306253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504927634628172,"score_gpt":0.3031187293444379,"score_spread":0.2526259658816207,"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."}}