{"id":"W4223933733","doi":"10.3171/2022.2.peds21446","title":"Complications and outcomes of posterior fossa decompression with duraplasty versus without duraplasty for pediatric patients with Chiari malformation type I and syringomyelia: a study from the Park-Reeves Syringomyelia Research Consortium","year":2022,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; Intellectual and Developmental Disabilities Research Center; Intellectual and Developmental Disabilities Research Center, Washington University School of Medicine in St. Louis; National Institutes of Health","keywords":"Syringomyelia; Medicine; Syrinx (medicine); Surgery; Decompression; Posterior fossa; Complication; Retrospective cohort study; Chiari malformation; Magnetic resonance imaging; Radiology","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":[0.0007169989,0.0002584313,0.0005330624,0.001093631,0.0003573781,0.0005707453,0.0003870267,0.0003605569,0.0008449406],"category_scores_gemma":[0.003518595,0.0002436523,0.0007638733,0.001426428,0.0002950339,0.000581684,0.0005467794,0.0003294905,0.0001071571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579448,"about_ca_system_score_gemma":0.0006412208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402034,"about_ca_topic_score_gemma":0.003333736,"domain_scores_codex":[0.9990588,0.0001874055,0.0001835534,0.0001769365,0.0002721699,0.0001212056],"domain_scores_gemma":[0.9965287,0.0007871725,0.002111175,0.0001077421,0.0001989841,0.0002662008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002517955,0.00004553628,0.9972805,0.00002198201,0.00009097606,0.0002327604,0.00004162523,0.00003048578,0.00007003311,0.000008527526,0.00005254005,0.001873257],"study_design_scores_gemma":[0.00005775744,0.0004917262,0.9960482,0.00001990102,0.0001112294,0.002566995,0.0003016992,0.0001579226,0.0001073857,0.00001063533,0.0001204861,0.000006036484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994449,0.0002721827,0.00003137244,0.00001112021,0.000001667905,0.000007568976,0.0001496857,8.267864e-7,0.00008064517],"genre_scores_gemma":[0.9989975,0.0003012143,0.00009239268,0.00001988704,0.00001007758,0.00001565073,0.0005374246,0.000001299615,0.00002442349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402034,"threshold_uncertainty_score":0.004776061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286954616259182,"score_gpt":0.3177946330557609,"score_spread":0.2749250868931691,"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."}}