{"id":"W7135021046","doi":"10.1093/neuped/wuaf001.270","title":"OTHR-11. Virtual CNS tumor board rounds within the Canadian Adolescent and Young Adult Neuro-oncology Network (CANON)","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Pediatrics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; Toronto Public Health; Hospital for Sick Children","funders":"","keywords":"Young adult; Glioma; Clinical trial; Brain tumor; Population; Institutional review board; Radiation therapy; Atypical teratoid rhabdoid tumor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004788648,0.0005103633,0.0008546246,0.0004602448,0.0008038613,0.0001042108,0.0003448528,0.0004746326,0.00004320151],"category_scores_gemma":[0.001044387,0.0003939931,0.0001956018,0.001065155,0.0004157702,0.00009030138,0.0002422154,0.001087563,0.000056153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193787,"about_ca_system_score_gemma":0.003712604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0214545,"about_ca_topic_score_gemma":0.4333791,"domain_scores_codex":[0.9964605,0.0004569807,0.000753795,0.0008776954,0.0003919632,0.001059042],"domain_scores_gemma":[0.9966773,0.001251795,0.0003267656,0.0006917571,0.0003332864,0.0007190458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00030166,0.000586502,0.8346704,0.00006391408,0.00010272,0.003159134,0.0003278344,0.0002289475,0.0003470061,0.006419361,0.1496489,0.004143572],"study_design_scores_gemma":[0.0115117,0.005299263,0.5302392,0.00008037442,0.003103775,0.002051485,0.000702242,0.001613734,0.0003275079,0.0005606466,0.4437324,0.0007776318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342811,0.001842287,0.00003513548,0.04769854,0.007409161,0.001861944,0.00005742952,0.000162258,0.006652211],"genre_scores_gemma":[0.9511963,0.0007975989,0.000304314,0.0454497,0.001711699,0.0002458854,0.00003761723,0.00006597317,0.0001909194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4119246,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144286890564273,"score_gpt":0.2631572664574451,"score_spread":0.2517143975518024,"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."}}