{"id":"W1591362169","doi":"10.1212/wnl.82.10_supplement.p7.283","title":"Database Systems and Online Tools for Early Referral to Epilepsy Surgery Evaluation in Mesial Temporal Lobe Epilepsy (P7.283)","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesial temporal lobe epilepsy; Epilepsy; Referral; Temporal lobe; Epilepsy surgery; Medicine; Intractable epilepsy; Psychiatry; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005395739,0.0009900923,0.001184718,0.01304587,0.0004978433,0.002793417,0.001481452,0.0009644194,0.03222976],"category_scores_gemma":[0.03304482,0.0006077468,0.0007735018,0.008777329,0.0002243468,0.003355749,0.003313629,0.0007796856,0.01615387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008754148,"about_ca_system_score_gemma":0.001439219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410034,"about_ca_topic_score_gemma":0.00440201,"domain_scores_codex":[0.9957924,0.001135117,0.001581947,0.0006056351,0.0006711339,0.0002137593],"domain_scores_gemma":[0.9583461,0.01912808,0.01078046,0.003524913,0.004778824,0.00344158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003032734,0.0009159828,0.1396888,0.003359675,0.0004788866,0.000901507,0.0009143393,0.001482309,0.002075496,0.004249945,0.4633139,0.3795864],"study_design_scores_gemma":[0.002807173,0.0009144802,0.4612134,0.002884061,0.0005322334,0.002496651,0.001727922,0.0252355,0.008081269,0.01102303,0.4824632,0.000621215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.08446159,0.003227441,0.03469549,0.005114664,0.000390735,0.00616305,0.741962,0.07494067,0.04904427],"genre_scores_gemma":[0.2730981,0.003217048,0.1152195,0.003690136,0.0007651933,0.00762735,0.5824733,0.003870041,0.01003935],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03222976,"threshold_uncertainty_score":0.1078193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104507811197522,"score_gpt":0.3630195426008141,"score_spread":0.2585117314032921,"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."}}