{"id":"W1975615336","doi":"10.1111/epi.12389","title":"Timing of early and late seizure recurrence after temporal lobe epilepsy surgery","year":2013,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epilepsy; Receiver operating characteristic; Medicine; Epilepsy surgery; Temporal lobe; Confidence interval; Odds ratio; Surgery; Electroencephalography; Internal medicine","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":[0.0002694372,0.000199907,0.0004748734,0.000166648,0.00005086927,0.00003316575,0.0000658861,0.0001076823,0.001297131],"category_scores_gemma":[0.0001381449,0.0001554282,0.000131541,0.0002152293,0.0001770272,0.0002091341,0.00007262898,0.000242797,0.0003190264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003571698,"about_ca_system_score_gemma":0.0001189676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508483,"about_ca_topic_score_gemma":0.00001133104,"domain_scores_codex":[0.9984319,0.00007858651,0.000372617,0.0003344727,0.0003452908,0.0004371844],"domain_scores_gemma":[0.9987728,0.0002354435,0.0001042175,0.0003693513,0.0001598623,0.0003583248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182736,0.0001465367,0.9759245,0.0001543906,0.00008585713,0.0001755295,0.0002408098,1.56184e-7,0.0004436248,0.0000278145,0.004396466,0.01818603],"study_design_scores_gemma":[0.0006065208,0.0004103745,0.9961191,0.0003439184,0.00004542797,0.00004325134,0.00003250774,0.0001230488,0.0007248266,0.000300253,0.001109192,0.0001415703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952738,0.001262124,0.00003580589,0.0009941817,0.00009902766,0.0005392752,0.00001939571,0.00004286354,0.001733563],"genre_scores_gemma":[0.9965478,0.0003113614,0.001210521,0.000149081,0.00009600649,0.0001259733,0.00003268646,0.00002626358,0.001500302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0201946,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292540559308106,"score_gpt":0.2850062741023823,"score_spread":0.2557522181715717,"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."}}