{"id":"W4394012549","doi":"10.3171/2024.1.peds23229","title":"The role of occipital condyle and atlas anomalies on occipital cervical fusion outcomes in Chiari malformation type I with syringomyelia: a study from the Park-Reeves Syringomyelia Research Consortium","year":2024,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Medicine; Syringomyelia; Hypoplasia; Cohort; Chiari malformation; Condyle; Atlas (anatomy); Surgery; Anatomy; Magnetic resonance imaging; Radiology; Internal medicine","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":[0.000882465,0.0002719134,0.0003823905,0.001624532,0.0005248652,0.0005945471,0.0005387173,0.0004396247,0.001087152],"category_scores_gemma":[0.004460759,0.0002248083,0.000616153,0.001702238,0.0003269958,0.0004831575,0.0007459277,0.0004002482,0.0001306848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890836,"about_ca_system_score_gemma":0.000742568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636794,"about_ca_topic_score_gemma":0.01434472,"domain_scores_codex":[0.9991146,0.0001517684,0.000138113,0.000193664,0.0002686077,0.0001332148],"domain_scores_gemma":[0.9974176,0.0004520607,0.001393733,0.0001267401,0.0003579684,0.0002518397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273026,0.000008318089,0.9994612,0.00000369106,0.00001926955,0.00007932095,0.00003640723,0.0000080668,0.00003204114,0.00000455078,0.00002146509,0.0003029759],"study_design_scores_gemma":[0.000005780882,0.0000452985,0.9988685,0.000007880984,0.00002708818,0.0006963452,0.0001928955,0.00006732382,0.00002508755,0.000005432164,0.00005621051,0.000002142352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993936,0.0001716964,0.00001869829,0.00002120134,0.000001562742,0.000006569473,0.0002194351,7.709269e-7,0.000166444],"genre_scores_gemma":[0.999438,0.0001103723,0.00002905325,0.000008316548,0.000004915948,0.000006914177,0.0003773391,8.661125e-7,0.00002426964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636794,"threshold_uncertainty_score":0.03254533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412357791829091,"score_gpt":0.3201864687867005,"score_spread":0.2960628908684096,"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."}}