{"id":"W2151949758","doi":"10.1111/epi.13225","title":"Aberrant topological patterns of brain structural network in temporal lobe epilepsy","year":2015,"lang":"en","type":"article","venue":"Epilepsia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Temporal lobe; Neuroscience; Epilepsy; Hippocampus; Psychology; Amygdala; Hippocampal formation","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":[0.0002831592,0.00018101,0.0001282149,0.001784132,0.0001705433,0.0003302903,0.0001476839,0.000143843,0.001109377],"category_scores_gemma":[0.001531745,0.0001187759,0.0001882811,0.0007802162,0.0003459916,0.0003759947,0.0003225776,0.0001162318,0.000112305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267193,"about_ca_system_score_gemma":0.000126929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424407,"about_ca_topic_score_gemma":0.00254576,"domain_scores_codex":[0.9998603,0.00003805762,0.0000141522,0.0000371596,0.00002656176,0.00002368913],"domain_scores_gemma":[0.9993292,0.0001544706,0.0003517896,0.00005633478,0.00006023275,0.00004788509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007880989,0.00006540075,0.9079009,0.0001739625,0.0005966462,0.0007492042,0.0007668918,0.007715445,0.05171146,0.001581041,0.0005971266,0.0273539],"study_design_scores_gemma":[0.000008562455,0.00007793554,0.9873225,0.00001032768,0.00005224791,0.001221509,0.000187261,0.007858296,0.001728209,0.001261168,0.0002612789,0.00001068015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977813,0.0001023649,0.001576643,0.00002300078,0.000001189875,0.00000488806,0.0001965731,0.00002124905,0.0002926638],"genre_scores_gemma":[0.9992465,0.00004014847,0.000433083,0.000002938979,0.000001794428,0.000004586194,0.0002188749,0.000003222547,0.00004897743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001784132,"threshold_uncertainty_score":0.003711283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537388915915582,"score_gpt":0.2971593716662322,"score_spread":0.2317854825070764,"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."}}