{"id":"W2946172704","doi":"10.1093/neuros/nyz122","title":"The Incidence of Postoperative Seizures Following Treatment of Postinfectious Hydrocephalus in Ugandan Infants: A Post Hoc Comparison of Endoscopic Treatment vs Shunt Placement in a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Fogarty International Center; National Institutes of Health","keywords":"Medicine; Hydrocephalus; Endoscopic third ventriculostomy; Hazard ratio; Incidence (geometry); Post-hoc analysis; Epilepsy; Irritability; Randomized controlled trial; Surgery; Anesthesia; Pediatrics; Internal medicine; Confidence interval","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"],"consensus_categories":[],"category_scores_codex":[0.0008273062,0.0004288799,0.003324671,0.0004576208,0.00009718848,0.00003832,0.0002285953,0.00009881499,0.00003226307],"category_scores_gemma":[0.002155947,0.0002682658,0.0008321464,0.0005536918,0.0002293696,0.0001609124,0.0000657037,0.0001396903,0.000004915978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585201,"about_ca_system_score_gemma":0.0003869675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043133,"about_ca_topic_score_gemma":0.00043868,"domain_scores_codex":[0.9949456,0.001250203,0.002140778,0.0005691891,0.0006303595,0.0004638062],"domain_scores_gemma":[0.9910454,0.007445212,0.0009063491,0.0004444329,0.00008060932,0.00007797536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.763858,0.002370165,0.03342945,0.00003201223,0.00008865186,0.00006524009,0.003123387,0.001589965,0.1948058,0.0001192561,0.000004893612,0.0005132764],"study_design_scores_gemma":[0.8066998,0.01097273,0.003312806,0.0002280772,0.0001227512,0.00001372258,0.000220889,0.004556358,0.1735832,0.00002415741,0.00005348029,0.000212064],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99127,0.0008853275,0.00000228101,0.0001566259,0.001024399,0.00617659,0.00002491522,0.00002049675,0.0004393763],"genre_scores_gemma":[0.9985511,0.0006620954,0.000006214114,0.00009870274,0.0000242145,0.0004762153,0.000003991554,0.00002683671,0.0001506104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04284178,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566654636905623,"score_gpt":0.2922213575630644,"score_spread":0.2765548111940082,"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."}}