{"id":"W4205778145","doi":"10.1016/j.clineuro.2022.107139","title":"An update on Neurocysticercosis-related epilepsy","year":2022,"lang":"en","type":"review","venue":"Clinical Neurology and Neurosurgery","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Neurocysticercosis; Medicine; Epilepsy; Epileptogenesis; Gliosis; Hippocampal sclerosis; Disease; Pediatrics; Intensive care medicine; Pathology; Psychiatry; Temporal lobe","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260219,0.0005819491,0.002961649,0.0004213733,0.000406853,0.00003459254,0.0002244013,0.00080824,0.001374114],"category_scores_gemma":[0.001401237,0.0004855551,0.00103141,0.0003681419,0.0005344316,0.00006483491,0.0001444649,0.00389104,0.0002647094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001171562,"about_ca_system_score_gemma":0.0001907662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001524925,"about_ca_topic_score_gemma":2.606212e-7,"domain_scores_codex":[0.9935597,0.002433969,0.001858916,0.001416684,0.0002216782,0.0005090368],"domain_scores_gemma":[0.9923393,0.005708894,0.0005458504,0.0009545382,0.00002828794,0.0004231081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004420325,0.00150219,0.002133396,0.00164717,0.0001883851,0.004364193,0.000003898436,0.000001998225,8.427276e-7,0.0007404825,0.003570844,0.9854046],"study_design_scores_gemma":[0.0004302999,0.00415705,0.004337945,0.0003529938,0.001385757,0.003264124,5.478058e-7,0.00003225988,1.041401e-7,0.00007190911,0.9856391,0.0003279373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03122315,0.9567769,0.000002739552,0.0005172332,0.007406727,0.001054461,0.00009653634,0.0003786188,0.002543605],"genre_scores_gemma":[0.001909387,0.9835259,0.000005085305,0.01340726,0.0005791594,0.0001132748,0.0001536082,0.0001244491,0.0001819349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850766,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540019379610867,"score_gpt":0.4522475326825049,"score_spread":0.2982455947214183,"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."}}