{"id":"W4380372553","doi":"10.1093/neuonc/noad073.176","title":"HGG-27. THE IMPACT OF MISMATCH REPAIR DEFICIENCY ON GLIOMAS IN CHILDREN, ADOLESCENTS, AND YOUNG ADULTS; A REPORT FROM THE IRRDC AND THE GLIOMA TASK FORCE","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Structural Genomics Consortium; Hospital for Sick Children","funders":"","keywords":"Medicine; Germline; Oncology; Glioma; DNA mismatch repair; Internal medicine; Cancer research; Germline mutation; Cancer; Mutation; Genetics; Biology; Gene","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":[0.0007975241,0.0002357774,0.0004756144,0.0001150809,0.0001265451,0.00001518834,0.0002530812,0.0001705396,0.00002005949],"category_scores_gemma":[0.001442076,0.0001099597,0.0001667707,0.000693888,0.0006719959,0.00002628002,0.000235273,0.0005172341,0.000007434158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148258,"about_ca_system_score_gemma":0.000267866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628563,"about_ca_topic_score_gemma":0.0004564916,"domain_scores_codex":[0.9978295,0.0004150992,0.000516362,0.0005134435,0.0003468246,0.0003787832],"domain_scores_gemma":[0.9977919,0.001029299,0.0002694305,0.0007380217,0.00008554765,0.00008574699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003500938,0.0001643358,0.9444727,0.00003214521,0.00009105268,0.0004874508,0.003983272,0.00004260373,0.03611656,0.00002863449,0.008134023,0.002946264],"study_design_scores_gemma":[0.004645186,0.001604432,0.9873702,0.0001059073,0.0001160071,0.002513159,0.0006258993,0.0008643937,0.001429699,0.0002884181,0.0003246629,0.0001120478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933159,0.001037652,0.000001645137,0.003023191,0.0004724958,0.001434953,0.00002866912,0.00006816368,0.0006173584],"genre_scores_gemma":[0.9987322,0.000347808,0.0000188226,0.000615132,0.0001435103,0.0000727451,0.00001332542,0.00003132428,0.00002513844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04289747,"threshold_uncertainty_score":0.4484026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177961469797215,"score_gpt":0.2885686269053981,"score_spread":0.276789012207426,"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."}}