{"id":"W2089631501","doi":"10.1155/2014/286801","title":"Epilepsy Surgery Series: A Study of 502 Consecutive Patients from a Developing Country","year":2014,"lang":"en","type":"article","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Calgary","funders":"","keywords":"Medicine; Epilepsy; Epilepsy surgery; Temporal lobe; Hippocampal sclerosis; Surgery; Anterior temporal lobectomy; Magnetic resonance imaging; Frontal lobe; Retrospective cohort study; Radiology; 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":[0.000354974,0.000356834,0.0004692383,0.001680945,0.0006500485,0.0006363898,0.0003889183,0.0003750828,0.001736792],"category_scores_gemma":[0.001244631,0.0003730107,0.0003430906,0.001837524,0.0004408067,0.0005936422,0.0005611139,0.0003221032,0.0004978685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233841,"about_ca_system_score_gemma":0.0005599516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106234,"about_ca_topic_score_gemma":0.007753233,"domain_scores_codex":[0.9996058,0.0000474831,0.00009807231,0.00009793632,0.0000780401,0.00007262132],"domain_scores_gemma":[0.9987877,0.0001850316,0.000635374,0.00007918499,0.0001342641,0.0001784863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003226862,0.0000270495,0.9964607,0.00003307663,0.00002736717,0.001569195,0.0002290691,0.00001345732,0.0001540212,0.00001389384,0.0001482109,0.001291601],"study_design_scores_gemma":[0.00001028505,0.0001272182,0.9895458,0.00002648627,0.00002646635,0.008517857,0.001042256,0.00004642841,0.00007583846,0.00001527029,0.0005577371,0.000008499002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985606,0.0005419886,0.00005829269,0.00003509528,0.00000803672,0.00001937055,0.0004114721,0.000003400917,0.0003617681],"genre_scores_gemma":[0.998355,0.0006309188,0.00007580726,0.00007978296,0.00002468979,0.00002693341,0.0006725643,0.000003565963,0.0001308231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106234,"threshold_uncertainty_score":0.01015306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07105939794031386,"score_gpt":0.3502601717953212,"score_spread":0.2792007738550074,"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."}}