{"id":"W2879880419","doi":"10.1007/s00247-018-4194-9","title":"Current concepts in radiologic assessment of pediatric brain tumors during treatment, part 1","year":2018,"lang":"en","type":"review","venue":"Pediatric Radiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Neuroradiology; Medulloblastoma; Glioma; Brain tumor; Magnetic resonance imaging; Radiology; Neuroimaging; Effective diffusion coefficient; Pediatric oncology; Diffusion MRI; Neurology; Pathology; 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":[0.001309569,0.001107272,0.001502295,0.004711694,0.0003807463,0.001891227,0.001386492,0.001621176,0.002333874],"category_scores_gemma":[0.004103999,0.0004702593,0.0008633253,0.003537728,0.001396549,0.002780478,0.0009610284,0.002183275,0.001057895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196498,"about_ca_system_score_gemma":0.002499034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003106,"about_ca_topic_score_gemma":0.004546377,"domain_scores_codex":[0.9992868,0.0001414974,0.00019869,0.0001309775,0.0001929507,0.00004904695],"domain_scores_gemma":[0.9969456,0.001877223,0.0004291865,0.00005183817,0.0005887916,0.0001074158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006462257,0.00006567541,0.001391434,0.03070423,0.0001347595,0.0006171432,0.0002347942,0.0004278988,0.001032718,0.003440356,0.02854293,0.9333434],"study_design_scores_gemma":[0.00002689468,0.0001253002,0.005779091,0.02969916,0.0005238102,0.01206706,0.0003870378,0.0002582104,0.0007664405,0.003671915,0.9466116,0.00008338215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009457357,0.9987791,0.0001495652,0.0003253751,0.0001594267,0.000004270095,0.00001159198,0.000005145283,0.0004709081],"genre_scores_gemma":[0.0009246941,0.9976265,0.0004003832,0.000331275,0.0005431196,0.000006665424,0.00002480292,0.000001979796,0.0001406536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004711694,"threshold_uncertainty_score":0.008681297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06722076173353428,"score_gpt":0.4088467656083539,"score_spread":0.3416260038748196,"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."}}