{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000305876,0.0002288228,0.0004416122,0.0002369952,0.00009174347,0.00004180281,0.00006135053,0.0001663252,0.004377094],"category_scores_gemma":[0.0005230589,0.0002019122,0.0001811994,0.0005349868,0.0001272256,0.00015485,0.00007115048,0.0005213809,0.0009535312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563026,"about_ca_system_score_gemma":0.0006327401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004785884,"about_ca_topic_score_gemma":0.0001286034,"domain_scores_codex":[0.997708,0.0001825218,0.0004049407,0.0004979934,0.0005826905,0.0006238539],"domain_scores_gemma":[0.998586,0.0002578059,0.00005757445,0.0003561601,0.0002179889,0.0005244801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002153095,0.001449712,0.9690199,0.0001053986,0.0001852449,0.004508826,0.000102171,0.000004364791,0.00544398,0.002269642,0.01155574,0.003201868],"study_design_scores_gemma":[0.006157519,0.0006672013,0.9797546,0.0002136825,0.00006095815,0.000558929,0.0001259678,0.0001715241,0.004400596,0.00194118,0.005751146,0.0001967251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831772,0.0009535332,0.0002500647,0.004740829,0.0002337571,0.0004785452,0.00005238296,0.00009471253,0.0100189],"genre_scores_gemma":[0.994902,0.0001857822,0.0008681076,0.000941705,0.0003649679,0.00008714753,0.001123151,0.00003308292,0.001494099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172468,"threshold_uncertainty_score":0.9998243,"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."}}