{"id":"W4402732717","doi":"10.1001/jamaneurol.2024.3189","title":"Antiseizure Medication Use and Outcomes After Suspected or Confirmed Acute Symptomatic Seizures","year":2024,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xenon Pharmaceuticals (Canada)","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Epilepsy; Pediatrics; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783866,0.0002568374,0.0003792544,0.0005683898,0.0003300073,0.0005460458,0.000327416,0.0003210372,0.001451465],"category_scores_gemma":[0.002228318,0.0001541622,0.0004040966,0.001063064,0.0002289708,0.0004731103,0.0004067582,0.0004506619,0.0001748402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793424,"about_ca_system_score_gemma":0.0005238398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113067,"about_ca_topic_score_gemma":0.008351524,"domain_scores_codex":[0.9994707,0.00009203076,0.0001021747,0.0000981222,0.0001202266,0.0001168116],"domain_scores_gemma":[0.9982198,0.0002070789,0.001151758,0.00006117459,0.0001191409,0.0002410409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009588693,0.00002207196,0.9993236,0.000006161179,0.00002152093,0.00005355868,0.00001522469,0.00001429437,0.00003121364,0.000003937382,0.00005726882,0.0003551623],"study_design_scores_gemma":[0.00001404716,0.00009949168,0.9994876,0.000007950819,0.00001359018,0.0001734112,0.00005490624,0.0000740312,0.00002367543,0.000007520014,0.00004187924,0.000001774061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999029,0.0001418388,0.00002410336,0.00003199288,0.000004387192,0.000009021483,0.0005429391,0.000001419723,0.0002153513],"genre_scores_gemma":[0.9988652,0.00009863885,0.00003000384,0.00002095273,0.00001092184,0.00001381086,0.0008772844,0.000001123533,0.00008191934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005113067,"threshold_uncertainty_score":0.01016659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847854922894314,"score_gpt":0.3192449553270477,"score_spread":0.3007664060981046,"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."}}