{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227227,0.0003388801,0.0002259843,0.001242613,0.002514349,0.00109341,0.001108611,0.0003196141,0.008124708],"category_scores_gemma":[0.00417196,0.0002409783,0.0002624509,0.001529723,0.000702321,0.0005160022,0.002185987,0.0006118305,0.0008065146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01586736,"about_ca_system_score_gemma":0.04376404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7977744,"about_ca_topic_score_gemma":0.9214786,"domain_scores_codex":[0.9982278,0.0003483781,0.0000740025,0.0002411647,0.0004865205,0.0006221911],"domain_scores_gemma":[0.9898609,0.0005266527,0.001438847,0.0002152664,0.001783112,0.006175198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005173925,0.0002560286,0.671878,0.0003449096,0.00009989816,0.001745796,0.002276132,0.001625055,0.001543422,0.001636214,0.1337944,0.1842829],"study_design_scores_gemma":[0.0001181787,0.0003058586,0.8258124,0.0003223675,0.00007754045,0.001724508,0.004082663,0.002455523,0.0008244363,0.0006139271,0.1635912,0.00007131742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533733,0.006099022,0.004920244,0.01220716,0.0008143297,0.002503079,0.01225665,0.001043758,0.1067823],"genre_scores_gemma":[0.9595196,0.003838953,0.009492402,0.003492296,0.0003676425,0.0006842844,0.005706954,0.0001263639,0.0167715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9841326,"threshold_uncertainty_score":0.4068331,"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."}}