{"id":"W3126696394","doi":"10.1177/1535759721991161","title":"Emerging Trends in Neuroimaging of Epilepsy","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Canada First Research Excellence Fund; Institute of Neurosciences, Mental Health and Addiction; Foundation for the National Institutes of Health","keywords":"Neuroimaging; Prognostics; Medicine; Epilepsy; Brain function; Magnetic resonance imaging; Neuroscience; Artificial intelligence; Computer science; Psychiatry; Psychology; Radiology; Data mining","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":[0.005663269,0.0005869545,0.0008544925,0.003415633,0.0004887014,0.003231922,0.001231295,0.003069256,0.005088344],"category_scores_gemma":[0.01146027,0.0003457662,0.00050386,0.003589141,0.003091755,0.009380171,0.001321488,0.003866349,0.001325412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733672,"about_ca_system_score_gemma":0.003384624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668431,"about_ca_topic_score_gemma":0.005686487,"domain_scores_codex":[0.9980556,0.0005345501,0.0003532504,0.0004090963,0.0005171854,0.0001303586],"domain_scores_gemma":[0.9843179,0.007921789,0.001463256,0.0005055551,0.004657865,0.001133627],"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":[0.0002893214,0.0001470514,0.01230033,0.005694061,0.000102661,0.0005109732,0.0005426074,0.000773868,0.003736975,0.05319495,0.04334262,0.8793646],"study_design_scores_gemma":[0.00005906936,0.0003555615,0.03640201,0.008105746,0.0001712943,0.005685225,0.0023847,0.003289636,0.00203055,0.1010024,0.8403942,0.0001196342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005881307,0.8837777,0.006534773,0.09224863,0.002158727,0.00002427141,0.0002591806,0.0001550123,0.008960527],"genre_scores_gemma":[0.04265752,0.906013,0.01706314,0.01968435,0.01212407,0.00007505038,0.0004356586,0.0000602094,0.001887075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005663269,"threshold_uncertainty_score":0.02995062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07205264821945591,"score_gpt":0.3910501762932826,"score_spread":0.3189975280738267,"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."}}