{"id":"W4391774428","doi":"10.1016/j.seizure.2024.02.007","title":"Drug resistant epilepsies: A multicentre case series of steroid therapy","year":2024,"lang":"en","type":"article","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Etiology; Medicine; Ictal; Epilepsy; Methylprednisolone; Electroencephalography; Cohort; Dexamethasone; Anesthesia; Retrospective cohort study; Pediatrics; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001337887,0.0001355938,0.0002331631,0.00009566784,0.00005232862,0.00002810315,0.0000466505,0.00004882471,0.0004026889],"category_scores_gemma":[0.00003918698,0.00008937462,0.000116401,0.0001996366,0.00008916167,0.00008613983,0.00002597848,0.0001712776,0.00007234224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757208,"about_ca_system_score_gemma":0.0001596072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449672,"about_ca_topic_score_gemma":0.000265125,"domain_scores_codex":[0.9990183,0.0000531372,0.000192057,0.0002290715,0.0002578861,0.0002495102],"domain_scores_gemma":[0.9993283,0.0001016194,0.00002300777,0.0003069478,0.00008423509,0.0001559297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0168514,0.003866675,0.07425028,0.008794711,0.006214398,0.450084,0.06502639,0.00001293778,0.05786258,0.005775721,0.1354279,0.175833],"study_design_scores_gemma":[0.02358042,0.01135603,0.02916026,0.006157861,0.0009717631,0.03269386,0.04625555,0.001306503,0.1426195,0.002305292,0.7022497,0.001343252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778665,0.01549131,0.000004628741,0.003579924,0.0001248027,0.0005324815,0.0001039872,0.0001040421,0.002192334],"genre_scores_gemma":[0.9883334,0.001086111,0.0003955469,0.00008974128,0.0001069299,0.00003064806,0.00003059794,0.00002587719,0.009901159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5668218,"threshold_uncertainty_score":0.4409161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237681574216121,"score_gpt":0.3095349962535849,"score_spread":0.2871581805114237,"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."}}