{"id":"W3107190697","doi":"10.1111/epi.16753","title":"Connectome biomarkers of drug‐resistant epilepsy","year":2020,"lang":"en","type":"review","venue":"Epilepsia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Neuroimaging; Connectome; Epilepsy; Epilepsy surgery; Cognition; Neuroscience; Medicine; Drug Resistant Epilepsy; Temporal lobe; Biomarker; Psychology; Functional connectivity","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":[0.001297634,0.001048436,0.001741552,0.004001074,0.0001682953,0.0009276699,0.000864119,0.0008913931,0.003253283],"category_scores_gemma":[0.004002754,0.0002424244,0.00151678,0.002540347,0.000362301,0.0008263025,0.0006210213,0.0007781776,0.0004908906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007994953,"about_ca_system_score_gemma":0.001605065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702992,"about_ca_topic_score_gemma":0.006525374,"domain_scores_codex":[0.9996493,0.000125369,0.0000769315,0.00006088523,0.00007082018,0.00001667438],"domain_scores_gemma":[0.9982003,0.001370578,0.0002135306,0.0000325347,0.0001581368,0.00002498863],"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":[0.0001507984,0.00003035858,0.001250013,0.1068675,0.002047642,0.0001100512,0.0000634508,0.000636457,0.0005624199,0.004235543,0.01036226,0.8736835],"study_design_scores_gemma":[0.0001792588,0.0004237834,0.02603297,0.1951652,0.01396084,0.002951419,0.0002728587,0.001395463,0.001634768,0.01640388,0.7414095,0.00017004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002104977,0.9989432,0.0001422175,0.0002009953,0.00005861304,0.00000954147,0.00008366117,0.000004721709,0.0003465631],"genre_scores_gemma":[0.003683104,0.9954569,0.0003794803,0.0001433741,0.00006235864,0.0000250446,0.0001114278,0.00000163332,0.0001366939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004001074,"threshold_uncertainty_score":0.01088333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06765787083390083,"score_gpt":0.3164265742631074,"score_spread":0.2487687034292065,"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."}}