{"id":"W2938649556","doi":"10.1212/cpj.0000000000000627","title":"Outcome of lesional epilepsy surgery","year":2019,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Medicine; Epilepsy surgery; Etiology; Temporal lobe; Surgery; Prospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455846,0.0001976698,0.0002268266,0.0006369113,0.0004654424,0.0005040185,0.0002381708,0.0002660628,0.001352937],"category_scores_gemma":[0.002545887,0.00007006988,0.0003860351,0.0005862695,0.0003059556,0.0004172559,0.0004141343,0.0004688572,0.0001764596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966353,"about_ca_system_score_gemma":0.0005538363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909007,"about_ca_topic_score_gemma":0.002925536,"domain_scores_codex":[0.9997124,0.00005167658,0.00004965641,0.00003780061,0.00005520772,0.00009318796],"domain_scores_gemma":[0.9978607,0.0001746476,0.001367519,0.00005740059,0.0002010308,0.0003386553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004460837,0.00002568865,0.998655,0.000007408837,0.00001877634,0.0001775462,0.00002521534,0.00002084107,0.00003671761,0.000007132964,0.00004391222,0.0009371679],"study_design_scores_gemma":[0.000003832834,0.0001640253,0.9981875,0.00001033118,0.00001830335,0.00114012,0.0002186077,0.00006227996,0.00003765394,0.00003042323,0.0001230242,0.000004001211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989208,0.0003048124,0.00002736484,0.00007217985,0.000007767425,0.000005415461,0.0001942621,0.000001694659,0.0004657056],"genre_scores_gemma":[0.9996457,0.0000873606,0.00001296166,0.00001813719,0.000008902192,0.000002802311,0.0001759802,5.295813e-7,0.00004753179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001909007,"threshold_uncertainty_score":0.004526019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315157016186548,"score_gpt":0.4704314828583523,"score_spread":0.3389157812396975,"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."}}