{"id":"W4388588697","doi":"10.1093/neuonc/noad179.0624","title":"INNV-35. IMPLEMENTATION OF A NATIONAL ADOLESCENT AND YOUNG ADULT MOLECULAR TUMOR BOARD: REPORT FROM THE CANADIAN AYA NEURO-ONCOLOGY NETWORK","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Dalhousie University; Princess Margaret Cancer Centre; Izaak Walton Killam Health Centre; BC Cancer Agency; Centre Hospitalier Universitaire Sainte-Justine; London Health Sciences Centre; St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medulloblastoma; Population; Atypical teratoid rhabdoid tumor; Young adult; Neurosurgery; Pediatrics; Ependymoma; Oncology; Multidisciplinary approach; Family medicine; Internal medicine; Pathology; Psychiatry","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":[0.0003519453,0.0002119071,0.000466058,0.0001839131,0.0001910728,0.00002021128,0.0001213997,0.0001473908,0.0001013985],"category_scores_gemma":[0.0004266099,0.0001710031,0.0001086836,0.000458494,0.0001510921,0.00004166203,0.0001043924,0.0002966575,0.00002808853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005653193,"about_ca_system_score_gemma":0.001646194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05461647,"about_ca_topic_score_gemma":0.2369728,"domain_scores_codex":[0.9977533,0.000279227,0.0005892761,0.0004886516,0.0004090245,0.000480553],"domain_scores_gemma":[0.9982159,0.0005492368,0.000327016,0.0003090008,0.0003151644,0.0002837376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827349,0.000307081,0.7832866,0.00002770104,0.0002676527,0.01445305,0.0007446141,0.0001192042,0.06735738,0.001052999,0.1193202,0.0128808],"study_design_scores_gemma":[0.005275709,0.001442604,0.8296886,0.00004880626,0.0003718971,0.00161171,0.0007331258,0.0003865357,0.00837964,0.0005535055,0.1513006,0.0002072052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680173,0.0002027538,0.000006554546,0.02834407,0.0009731898,0.0009876579,0.0001046276,0.00005310715,0.001310717],"genre_scores_gemma":[0.9856104,0.0001345079,0.0001733401,0.01309246,0.0003807341,0.0002304361,0.0003370227,0.00003586381,0.00000523789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823564,"threshold_uncertainty_score":0.9516789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940127018860036,"score_gpt":0.3170526776971318,"score_spread":0.2976514075085314,"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."}}