{"id":"W2085625178","doi":"10.1016/j.eplepsyres.2011.12.015","title":"Occipital lobe epilepsy in children: Characterization, evaluation and surgical outcomes","year":2012,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Epilepsy; Magnetoencephalography; Temporal lobe; Epilepsy surgery; Medicine; Electrocorticography; Multivariate analysis; Proportional hazards model; Retrospective cohort study; Occipital lobe; Surgery; Radiology; Electroencephalography; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005456817,0.0002399363,0.0004746282,0.0007006354,0.0002139759,0.00007589264,0.0001451148,0.0001899898,0.001227743],"category_scores_gemma":[0.0008862257,0.0001883915,0.00009893242,0.0008239715,0.0002908246,0.000410068,0.0001976667,0.0007818267,0.0004948684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409118,"about_ca_system_score_gemma":0.0002805752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000141074,"about_ca_topic_score_gemma":0.0000165651,"domain_scores_codex":[0.9949254,0.0008650992,0.0004543008,0.0005021405,0.00196888,0.001284159],"domain_scores_gemma":[0.9978024,0.0004082914,0.00005288693,0.0005159416,0.0004600149,0.0007604485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002714495,0.0009850468,0.9777525,0.00003012361,0.00009705193,0.0000449692,0.0003218719,2.637282e-7,0.0004946886,0.0006103163,0.0003145027,0.0190772],"study_design_scores_gemma":[0.004472883,0.0004848214,0.992265,0.00006264367,0.00003149396,0.0001922892,0.0001145539,0.0001690415,0.0003934406,0.0001284831,0.00152272,0.0001625906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907722,0.001106602,0.000007471564,0.002211495,0.0001020688,0.002107854,0.00003317824,0.00004654573,0.003612586],"genre_scores_gemma":[0.9966359,0.0005497353,0.0001225228,0.0000697633,0.0004400037,0.0003796198,0.0005726729,0.0000407497,0.001189039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891461,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254713856663034,"score_gpt":0.4093471101016457,"score_spread":0.3467999715350153,"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."}}