{"id":"W4281711971","doi":"10.1017/9781108772396","title":"Insular Epilepsies","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Semiology; Insular cortex; Insula; Multidisciplinary approach; Epilepsy; Perspective (graphical); Neuroimaging; Neuroscience; Psychology; Medicine; Neurosurgery; Psychiatry; Computer science; Sociology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009088981,0.0009503079,0.0005214273,0.0008437362,0.0005377088,0.001358376,0.0003501616,0.0006238558,0.05234254],"category_scores_gemma":[0.0005094983,0.0002083939,0.0003858668,0.0007438,0.0005930863,0.001323505,0.0008822609,0.001536292,0.03011314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005214969,"about_ca_system_score_gemma":0.0005603402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140466,"about_ca_topic_score_gemma":0.004226915,"domain_scores_codex":[0.9998821,0.00001555859,0.000006427914,0.00001510575,0.00006324606,0.0000174733],"domain_scores_gemma":[0.9998857,0.00004655797,0.00001263144,0.00000877456,0.00002452878,0.00002179119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003752897,0.00002545821,0.000157939,0.0005640069,0.00001064275,0.001839184,0.0003821368,0.0001351544,0.001114979,0.02035585,0.7323032,0.243074],"study_design_scores_gemma":[0.000003708429,0.00001277784,0.0002838778,0.0002544026,0.000003376679,0.004487902,0.00007642733,0.00003257474,0.0001161512,0.003243087,0.9914818,0.000003794982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002426252,0.251719,0.002213689,0.005994473,0.009136341,0.00008132642,0.0004964631,0.0004756823,0.7274567],"genre_scores_gemma":[0.009997607,0.119975,0.002293618,0.004933014,0.00300892,0.00005053523,0.0004473759,0.0001702725,0.8591236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05234254,"threshold_uncertainty_score":0.1751032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594598245259438,"score_gpt":0.2379220870978097,"score_spread":0.2119761046452153,"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."}}