{"id":"W4311524730","doi":"10.1002/pbc.30147","title":"Imaging of pediatric brain tumors: A COG Diagnostic Imaging Committee/SPR Oncology Committee/ASPNR White Paper","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Magnetic resonance imaging; Risk stratification; Cog; Neuroimaging; Brain tumor; Medical physics; Clinical trial; Radiology; 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":[0.01260077,0.0009040139,0.001140991,0.003350936,0.001515555,0.00275664,0.003160852,0.002747305,0.00480083],"category_scores_gemma":[0.02426479,0.0006218176,0.001357406,0.002565041,0.001210997,0.001682336,0.002236448,0.005017697,0.004313467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003393518,"about_ca_system_score_gemma":0.01965682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429281,"about_ca_topic_score_gemma":0.02637272,"domain_scores_codex":[0.9934053,0.00178087,0.001373974,0.0003790838,0.00251908,0.000541659],"domain_scores_gemma":[0.9557914,0.003970014,0.004428957,0.00182422,0.02931767,0.004667745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001086289,0.0001825291,0.009137383,0.0004920574,0.00009095138,0.0005194079,0.0001289454,0.000858622,0.0008641444,0.002310074,0.8415401,0.1437672],"study_design_scores_gemma":[0.0001929928,0.0002929877,0.04118688,0.003842958,0.0001865658,0.002105911,0.0004143204,0.001945155,0.002367918,0.004304987,0.9430725,0.00008693376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03975292,0.04118724,0.05583293,0.4892146,0.03998022,0.009977666,0.01752604,0.002163096,0.3043653],"genre_scores_gemma":[0.2031744,0.08133418,0.3183424,0.1598192,0.03118026,0.01116592,0.08071601,0.002457296,0.1118104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01429281,"threshold_uncertainty_score":0.06664002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092628878311847,"score_gpt":0.2758874629977918,"score_spread":0.2649611742146734,"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."}}