{"id":"W4380871903","doi":"10.1111/epi.17682","title":"Management of epilepsy with eyelid myoclonia: Results of an international expert consensus panel","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Citizens United for Research in Epilepsy","keywords":"Lamotrigine; Medicine; Consensus conference; Clobazam; Psychiatry; Topiramate; Levetiracetam; Family medicine; Epilepsy; Pediatrics; Intensive care medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1944465,0.0009020675,0.001144109,0.002536698,0.002621249,0.002951141,0.002709022,0.003023352,0.002352993],"category_scores_gemma":[0.2017441,0.0006075977,0.002046211,0.00230288,0.001431476,0.002673372,0.0067562,0.002971691,0.0005745556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004021233,"about_ca_system_score_gemma":0.01413162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003197,"about_ca_topic_score_gemma":0.004680052,"domain_scores_codex":[0.8350474,0.1149104,0.01771227,0.004673807,0.0230767,0.004579409],"domain_scores_gemma":[0.7433791,0.1150733,0.01705259,0.006330902,0.109715,0.008449088],"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":[0.002160049,0.001287884,0.1232484,0.01434014,0.002385666,0.002246786,0.1045494,0.003191701,0.004592439,0.003301809,0.07107366,0.6676221],"study_design_scores_gemma":[0.002417068,0.00487143,0.3022389,0.06210254,0.005667019,0.00584084,0.2311657,0.01269742,0.007940863,0.01150091,0.3523125,0.001244818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607704,0.05766594,0.04157044,0.1038567,0.006820348,0.01566975,0.00235867,0.0002860131,0.1110017],"genre_scores_gemma":[0.9280397,0.0144839,0.03457837,0.01167163,0.0008374193,0.005561823,0.00205488,0.0001679986,0.002604354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944465,"threshold_uncertainty_score":0.9933909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624707785952632,"score_gpt":0.3396485442803324,"score_spread":0.2934014664208061,"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."}}