{"id":"W2341238007","doi":"10.3171/2016.1.peds15614","title":"Radiographic predictors of deterioration in patients with lumbosacral lipomas","year":2016,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Vancouver General Hospital","funders":"Hydrocephalus Association","keywords":"Medicine; Lumbosacral joint; Asymptomatic; Lipoma; Surgery; Retrospective cohort study; Syrinx (medicine); Myelography; Pediatrics; Spinal cord; Magnetic resonance imaging; Syringomyelia; 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":[0.0006638292,0.0003435113,0.0003851332,0.001478615,0.0004611615,0.0005868661,0.0003381093,0.0005112279,0.001802853],"category_scores_gemma":[0.00684485,0.0002075808,0.000304366,0.0009209031,0.000520618,0.0007703608,0.0005272907,0.0006932664,0.0002855514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272342,"about_ca_system_score_gemma":0.0003163726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401229,"about_ca_topic_score_gemma":0.002336895,"domain_scores_codex":[0.9996617,0.00005686559,0.00006329692,0.00004870168,0.00007384466,0.00009559053],"domain_scores_gemma":[0.9952934,0.001048292,0.002292607,0.0000906007,0.0005361736,0.0007388728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004073638,0.000004761519,0.9983591,0.00000450919,0.000003002809,0.00083562,0.00003258419,0.00003338975,0.0001253747,0.000005875504,0.0000372442,0.0005177549],"study_design_scores_gemma":[0.000002944449,0.0001022783,0.9912658,0.00002082932,0.000009978647,0.00789381,0.0002943804,0.0001687124,0.00009959448,0.0000211972,0.0001167209,0.000003679677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978879,0.001037748,0.00009804916,0.0001057703,0.00001124959,0.00001013988,0.0001115407,0.000008020023,0.0007295698],"genre_scores_gemma":[0.9995297,0.0001800267,0.00007339207,0.00001739767,0.00001605447,0.000002948975,0.0001220799,0.000001537407,0.00005672884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401229,"threshold_uncertainty_score":0.006031156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006319183767228404,"score_gpt":0.2003584058091469,"score_spread":0.1940392220419185,"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."}}