{"id":"W2044281218","doi":"10.1016/j.spen.2006.09.001","title":"The Office Management of Epilepsy","year":2006,"lang":"en","type":"review","venue":"Seminars in Pediatric Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Epilepsy; Semiology; Medicine; Ambulatory; Pediatrics; Intensive care medicine; Epilepsy syndromes; Psychiatry; Surgery","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":[0.0005093767,0.0003511882,0.001374659,0.0003214143,0.00005870107,0.000007312474,0.0003679899,0.0003156376,0.00002398055],"category_scores_gemma":[0.00005704732,0.0002190561,0.0004004803,0.0008587322,0.0001517525,0.00001389808,0.0002197296,0.0008173085,0.0001004763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000653528,"about_ca_system_score_gemma":0.0002195871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002724182,"about_ca_topic_score_gemma":0.00001601935,"domain_scores_codex":[0.9973121,0.0003228628,0.0008623831,0.000510231,0.0003834947,0.000608874],"domain_scores_gemma":[0.9977015,0.001038007,0.0003445688,0.0007651865,0.00004340127,0.0001072941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001718521,0.0004086674,0.006527702,0.01685979,0.0001533836,0.003302696,0.000005723884,7.066828e-7,8.72903e-9,0.0002600859,0.01331281,0.9589966],"study_design_scores_gemma":[0.0006596434,0.0008938653,0.002831346,0.0008440784,0.001471509,0.0002667339,0.000002371558,0.000001266489,1.222838e-7,0.00007213629,0.9928276,0.0001293154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004549322,0.98931,9.83822e-7,0.0001549624,0.0003263519,0.00144244,0.00002006946,0.00002205634,0.008268237],"genre_scores_gemma":[0.00008141952,0.9968346,0.00009491175,0.00003733324,0.000299029,0.000275254,0.00008535406,0.0000509176,0.002241151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795148,"threshold_uncertainty_score":0.8932849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414257760933016,"score_gpt":0.3358638587691739,"score_spread":0.3117212811598438,"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."}}