{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009717076,0.001827973,0.005898403,0.0009463022,0.0005320573,0.001698693,0.001399701,0.002856595,0.003804245],"category_scores_gemma":[0.01522874,0.0009274482,0.005174529,0.0008102703,0.001938416,0.001439016,0.0006940459,0.002805301,0.000404814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212199,"about_ca_system_score_gemma":0.00174603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006805803,"about_ca_topic_score_gemma":0.0009743886,"domain_scores_codex":[0.9867902,0.009833841,0.001310846,0.0009204866,0.0005606203,0.0005839898],"domain_scores_gemma":[0.9858613,0.008831253,0.002939988,0.000699464,0.0007265029,0.0009414947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.989211,0.002064212,0.0007599921,0.0009685247,0.002962763,0.00002638576,0.00004116187,0.0001167411,0.0004272003,0.00005076117,0.00007601276,0.003295183],"study_design_scores_gemma":[0.8288229,0.1609325,0.003170432,0.0001606367,0.005044127,0.00003535666,0.00007427776,0.0007312964,0.0005271369,0.0001729019,0.0003017776,0.00002672268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813006,0.007783226,0.001196088,0.0003959962,0.001233175,0.006824013,0.0003668964,0.00005902332,0.000840946],"genre_scores_gemma":[0.9853409,0.002042622,0.001974359,0.0003344701,0.0005325477,0.008825431,0.0002150411,0.00001333936,0.0007213257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009717076,"threshold_uncertainty_score":0.05138946,"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."}}