{"id":"W2550033698","doi":"10.1111/epi.13621","title":"WONOEP appraisal: Imaging biomarkers in epilepsy","year":2016,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Dalhousie University","funders":"Seventh Framework Programme; Canadian Institutes of Health Research; Bijzonder Onderzoeksfonds UGent; Universiteit Antwerpen; Astellas Pharma; Academy of Finland; Meiji Seika Pharma; Deutsche Forschungsgemeinschaft; Vlaamse regering; Meso Scale Diagnostics; European Commission; Fonds Wetenschappelijk Onderzoek; Horizon 2020; Queen Elisabeth Medical Foundation; Epilepsy Foundation","keywords":"Epileptogenesis; Epilepsy; Neuroimaging; Neuroscience; Biomarker; Medicine; Psychology; Biology","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":[0.001745691,0.001058945,0.001641022,0.005141255,0.0004152908,0.00170913,0.001271466,0.001971542,0.01178853],"category_scores_gemma":[0.003947866,0.0002933401,0.0009024737,0.003902391,0.0006442334,0.002311249,0.001622318,0.002103121,0.003406871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078144,"about_ca_system_score_gemma":0.003477766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102952,"about_ca_topic_score_gemma":0.002013113,"domain_scores_codex":[0.9991504,0.000143041,0.0001788872,0.0000719169,0.0003705649,0.0000852528],"domain_scores_gemma":[0.9979277,0.0007874902,0.0003338708,0.00004562287,0.0007790244,0.0001262523],"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":[0.0001518324,0.00003864868,0.0002424851,0.03999503,0.0001553671,0.0003426573,0.0001309291,0.0001274996,0.001246674,0.005296653,0.1807951,0.771477],"study_design_scores_gemma":[0.00002410574,0.00006334122,0.001064279,0.02275138,0.0001693074,0.001156464,0.00008253889,0.00004350124,0.0002773888,0.002039255,0.9723123,0.00001616757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001375367,0.9898354,0.0001708508,0.002494836,0.003763798,0.00004023181,0.0001097344,0.00001253599,0.003435116],"genre_scores_gemma":[0.001180203,0.9913257,0.0003732851,0.001806817,0.002399354,0.00003562315,0.0002709455,0.000005872644,0.002602208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01178853,"threshold_uncertainty_score":0.03943652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332135323649067,"score_gpt":0.398373584095541,"score_spread":0.3550522308590503,"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."}}