{"id":"W3152769998","doi":"10.1093/neuros/nyab125","title":"A Systematic Review of Minimally Invasive Procedures for Mesial Temporal Lobe Epilepsy: Too Minimal, Too Fast?","year":2021,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Mesial temporal lobe epilepsy; Radiosurgery; Randomized controlled trial; Epilepsy; Observational study; Quality of life (healthcare); Surgery; Neuropsychology; Drug Resistant Epilepsy; Epilepsy surgery; Temporal lobe; Internal medicine; Psychiatry; Radiation therapy","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":[0.008158629,0.001402034,0.00921414,0.01287303,0.0006806922,0.002702248,0.001894836,0.001624263,0.004662192],"category_scores_gemma":[0.03986182,0.0008844348,0.006081524,0.01465901,0.001062584,0.002523298,0.001288611,0.001079718,0.0003866304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491398,"about_ca_system_score_gemma":0.01124509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138265,"about_ca_topic_score_gemma":0.01746446,"domain_scores_codex":[0.9895831,0.003452141,0.004538945,0.0006057117,0.001621271,0.0001988917],"domain_scores_gemma":[0.9616129,0.02613918,0.007887687,0.000541438,0.003389294,0.000429503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001633359,0.00000782286,0.0005233953,0.9628,0.006049708,0.00008915948,0.0001084527,0.00004697595,0.0001277227,0.0001480138,0.001686411,0.0282489],"study_design_scores_gemma":[0.0002556852,0.0001669085,0.002967925,0.9222736,0.05261268,0.0004020641,0.0002031334,0.00005966127,0.0001330508,0.0002622844,0.02063612,0.00002685528],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008794525,0.9972759,0.0001813056,0.0003802087,0.0001526036,0.0002756777,0.0005340565,0.000009410359,0.0003114013],"genre_scores_gemma":[0.01036948,0.9871494,0.0007634709,0.0006235662,0.0001142102,0.0005514626,0.0003076978,0.000007545489,0.0001132007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01287303,"threshold_uncertainty_score":0.04314744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05782417122958145,"score_gpt":0.3564360715380279,"score_spread":0.2986119003084464,"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."}}