{"id":"W4415711782","doi":"10.1200/po-25-00557","title":"Virtual CNS Tumor Board Rounds Within the Canadian Adolescent and Young Adult Neuro-Oncology Network","year":2025,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; London Health Sciences Centre; Sunnybrook Health Science Centre; Western University; St. Michael's Hospital; University Health Network; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Young adult; Radiation therapy; MEDLINE; Cancer; Work (physics); Primary care","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":[],"consensus_categories":[],"category_scores_codex":[0.0005194056,0.0002481004,0.0005820656,0.0002176554,0.0004591011,0.00005517244,0.0001879552,0.0002914415,0.0000836088],"category_scores_gemma":[0.0005702528,0.0001629662,0.0001094383,0.0003702438,0.0002297095,0.00004686517,0.0001654229,0.0005171771,0.00005403318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205414,"about_ca_system_score_gemma":0.001624231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0238631,"about_ca_topic_score_gemma":0.4760185,"domain_scores_codex":[0.9979277,0.0003320631,0.0004934125,0.0005028986,0.0002259067,0.0005179957],"domain_scores_gemma":[0.9980161,0.0007603835,0.0001580669,0.000465705,0.0002116859,0.00038811],"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":[0.001540616,0.001400594,0.3753585,0.00003713912,0.000431387,0.002426639,0.001250218,0.0003832193,0.0009391553,0.02394661,0.384552,0.207734],"study_design_scores_gemma":[0.006869932,0.003902814,0.4399729,0.000266076,0.0005372866,0.0006324134,0.0007260962,0.00184958,0.000408902,0.001277488,0.5433009,0.000255651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149341,0.001270174,0.00009371011,0.0562701,0.004549015,0.001618306,0.00001680131,0.00007803897,0.02116974],"genre_scores_gemma":[0.9778665,0.0001518522,0.0004313122,0.02042455,0.0003514918,0.0001909791,0.00001719333,0.00002232341,0.0005437684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521554,"threshold_uncertainty_score":0.9826371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468452686831067,"score_gpt":0.297609492524478,"score_spread":0.2829249656561674,"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."}}