{"id":"W2161492219","doi":"10.1016/j.yebeh.2010.06.009","title":"Controversies in epilepsy: Debates held during the Fourth International Workshop on Seizure Prediction","year":2010,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; University of Kansas Medical Center; National Institutes of Health; Deutsche Gesellschaft für Epileptologie; Cardinal Health; Medtronic; CURE Childhood Cancer; American Epilepsy Society","keywords":"Epilepsy; Psychology; Focus (optics); Neuroscience; Political science; Physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002756226,0.0002317468,0.0001972685,0.000191318,0.0004154745,0.0001097902,0.0004245664,0.0001240342,0.0002694749],"category_scores_gemma":[0.009642137,0.0001821972,0.0001157993,0.0002882499,0.0002345166,0.0002680075,0.0001661656,0.00085272,0.0001135228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388841,"about_ca_system_score_gemma":0.00003631294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648351,"about_ca_topic_score_gemma":0.000503334,"domain_scores_codex":[0.9980847,0.0001126316,0.0002792436,0.0005951091,0.0005224451,0.0004059348],"domain_scores_gemma":[0.9946806,0.004677091,0.0001187122,0.0003868772,0.00006416722,0.00007249534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004333983,0.0006094811,0.6741464,0.000007954827,0.0000228916,0.0001228749,0.0008505145,0.0004395949,0.3100866,0.001866217,0.005955475,0.005458546],"study_design_scores_gemma":[0.001171995,0.00009454193,0.944035,0.00005518185,0.00002556501,0.00005921844,0.0003738267,0.0003668728,0.03781897,0.0001436725,0.01561881,0.0002363257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810181,0.00001644172,0.00002256907,0.01274749,0.004148039,0.0005003893,0.00008554859,0.0001252598,0.001336196],"genre_scores_gemma":[0.9949319,0.0000360501,0.00003595397,0.002489361,0.0005783348,0.0003193965,0.000004610909,0.00002797244,0.001576463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2722677,"threshold_uncertainty_score":0.9987001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079330716336382,"score_gpt":0.2650022950947171,"score_spread":0.2442089879313533,"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."}}