{"id":"W3198698824","doi":"10.1111/epi.17032","title":"Atypical functional connectome hierarchy impacts cognition in temporal lobe epilepsy","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Neuroscience; Psychology; Temporal lobe; Cognition; Sensory system; Atrophy; Epilepsy; Functional magnetic resonance imaging; Medicine; Pathology","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":[0.0001596904,0.0003559827,0.0001371497,0.0003311836,0.0001636895,0.0002542834,0.00009999351,0.0001536135,0.001250294],"category_scores_gemma":[0.0005841675,0.00008255304,0.0001817264,0.0001957253,0.0003574987,0.0002075452,0.0002180534,0.0001338344,0.00008420311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716128,"about_ca_system_score_gemma":0.0001672308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808132,"about_ca_topic_score_gemma":0.005071058,"domain_scores_codex":[0.9999475,0.00001542661,0.000005667059,0.00001578544,0.000007345542,0.000008184072],"domain_scores_gemma":[0.9997912,0.00005698023,0.0001105192,0.00001352701,0.000009565239,0.00001829686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001328784,0.0001142501,0.9439595,0.00005286569,0.0001985297,0.00148014,0.0003355935,0.002485991,0.03905604,0.0002981634,0.0001049216,0.01058533],"study_design_scores_gemma":[0.00001567918,0.0002827151,0.9926317,0.000005032362,0.0000543395,0.001282289,0.0001115994,0.003553697,0.001581474,0.0003666196,0.000109246,0.000005696591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996837,0.00003551303,0.0001099683,0.000009898113,2.771363e-7,0.00000165733,0.00004876456,0.000003762016,0.0001063983],"genre_scores_gemma":[0.9998455,0.00001628865,0.00005613108,0.000002161739,5.522634e-7,0.000001255967,0.00004202019,7.509012e-7,0.00003524626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002808132,"threshold_uncertainty_score":0.005583644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421617430586052,"score_gpt":0.3088596426140581,"score_spread":0.2746434683081975,"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."}}