{"id":"W2900644071","doi":"10.1016/j.wneu.2018.11.039","title":"Long-Term Supratentorial Radiologic Effects of Surgery and Local Radiation in Children with Infratentorial Ependymoma","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Ependymoma; Cerebral blood flow; Effective diffusion coefficient; Population; Magnetic resonance imaging; Radiology; Nuclear medicine; Surgery; 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":[0.0002214242,0.0002222489,0.0004232799,0.0004066411,0.0003237771,0.0003178319,0.0002895857,0.0003179128,0.0008880351],"category_scores_gemma":[0.001294314,0.000142342,0.0005696646,0.0004621514,0.0005055269,0.0003804663,0.0003315731,0.0006833923,0.0001470691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009333761,"about_ca_system_score_gemma":0.0006446704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069014,"about_ca_topic_score_gemma":0.01102773,"domain_scores_codex":[0.999816,0.00003159817,0.00001658603,0.00002577509,0.00002936435,0.00008080016],"domain_scores_gemma":[0.9992132,0.0002884549,0.0002398748,0.00003172355,0.00005306654,0.0001735775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002161226,0.0002842983,0.9494852,0.00007640685,0.0001620824,0.03455094,0.00043308,0.0004545778,0.002542846,0.00006774019,0.0002486585,0.009532982],"study_design_scores_gemma":[0.00003822573,0.001265115,0.9730465,0.00001601637,0.0002136695,0.02347226,0.0006427011,0.0001602111,0.0006030224,0.00004631171,0.0004810694,0.00001490306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998862,0.0006284544,0.00003744257,0.00004311615,0.000005573664,0.000002836381,0.0000661806,0.000002103046,0.0003523526],"genre_scores_gemma":[0.9994314,0.0002786803,0.00002859631,0.00002064186,0.0000112789,0.000002730979,0.0001135441,0.000002010481,0.0001110053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007069014,"threshold_uncertainty_score":0.01405573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236761370305403,"score_gpt":0.2383606970438473,"score_spread":0.2259930833407933,"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."}}