{"id":"W2917843413","doi":"10.1002/ana.25442","title":"High‐Frequency Oscillation Networks and Surgical Outcome in Adult Focal Epilepsy","year":2019,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Ictal; Electroencephalography; Ripple; Epilepsy; Oscillation (cell signaling); Medicine; Psychology; Neuroscience; Physics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002019986,0.0001770268,0.0001566961,0.0003679495,0.0001528147,0.0002195301,0.00009085827,0.0001883478,0.001136775],"category_scores_gemma":[0.00186223,0.00007727349,0.0001254838,0.0002762885,0.0002685405,0.0003244977,0.0002384532,0.0001600689,0.0001170898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435803,"about_ca_system_score_gemma":0.0001592447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032597,"about_ca_topic_score_gemma":0.001325846,"domain_scores_codex":[0.9998899,0.00001583574,0.00002071327,0.00002117906,0.0000260532,0.00002623531],"domain_scores_gemma":[0.9988626,0.0002013045,0.0006832544,0.00003494489,0.00007882565,0.0001390361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003218676,0.00002079175,0.9939817,0.00001543094,0.00002305752,0.0005172119,0.00006526023,0.0001019825,0.0007513115,0.00001446934,0.00004789636,0.004139027],"study_design_scores_gemma":[0.00001033755,0.0002414642,0.9976524,0.000005963571,0.00001331412,0.001549523,0.000107338,0.0001711358,0.0001604157,0.00003277232,0.00005279812,0.00000256696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997218,0.00009719565,0.00004609,0.00001042591,0.000001180692,0.000001738504,0.00003325397,0.000001036721,0.00008723894],"genre_scores_gemma":[0.9998368,0.00004977497,0.00001918286,0.000002966636,0.00000261252,0.00000143835,0.00006146089,2.871404e-7,0.00002537325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001136775,"threshold_uncertainty_score":0.003802896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298546279555031,"score_gpt":0.3431873001317948,"score_spread":0.3002018373362444,"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."}}