{"id":"W2086833894","doi":"10.1016/j.eplepsyres.2014.11.016","title":"Dynamic preictal relations in FCD type II: Potential for early seizure detection in focal epilepsy","year":2014,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Epilepsy Research Program of the Ontario Brain Institute; Japan Epilepsy Research Foundation; Epilepsy Foundation; Government of Ontario; Uehara Memorial Foundation; Ontario Brain Institute; Neurosciences Foundation; Neurosciences Research Foundation","keywords":"Epilepsy; Neuroscience; Epileptic seizure; Psychology; Medicine","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":[0.0002725345,0.0005090648,0.0003990135,0.001356164,0.0003763413,0.0008945406,0.0004140528,0.0004189245,0.005206006],"category_scores_gemma":[0.003310023,0.0001816871,0.0002943666,0.001117918,0.000366775,0.000862524,0.0003659453,0.000587553,0.0005208654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384197,"about_ca_system_score_gemma":0.0003744239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561957,"about_ca_topic_score_gemma":0.005887375,"domain_scores_codex":[0.9998286,0.00002730604,0.00002916083,0.0000360204,0.00003309704,0.00004571118],"domain_scores_gemma":[0.9989719,0.0003789957,0.0003518083,0.00008880701,0.0001150595,0.00009348473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002748419,0.0001980027,0.8856242,0.0001332244,0.00009250985,0.01109196,0.0003775285,0.0007299984,0.0259159,0.00168359,0.001712971,0.06969168],"study_design_scores_gemma":[0.0000400547,0.0002664939,0.9693819,0.00004932369,0.00007529276,0.01816363,0.0006065495,0.002299659,0.004313725,0.002438272,0.002341565,0.00002355301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843349,0.00140823,0.003558061,0.0003181373,0.00005337733,0.0000589668,0.0009347474,0.00006143681,0.009272194],"genre_scores_gemma":[0.9972886,0.0002858807,0.001197123,0.00003402156,0.00005710262,0.00001311938,0.0005735442,0.00001485138,0.0005358536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005206006,"threshold_uncertainty_score":0.01741588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337530571329768,"score_gpt":0.3538059242961064,"score_spread":0.3204306185828087,"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."}}