{"id":"W4399786782","doi":"10.1093/neuonc/noae064.512","title":"MDB-63. AN INTERNATIONAL META-ANALYSIS OF SHH MEDULLOBLASTOMA SUBTYPES DEFINES A CLINICALLY SIGNIFICANT HIGH-RISK VARIANT OF SHH-SUBTYPE 3","year":2024,"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":"SickKids Foundation; Hospital for Sick Children; Montreal Clinical Research Institute","funders":"","keywords":"Medulloblastoma; Meta-analysis; Oncology; Internal medicine; Medicine; Cancer research; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005587082,0.001239988,0.003204511,0.002740868,0.0007488843,0.002107243,0.001108931,0.0008802123,0.00247311],"category_scores_gemma":[0.006366704,0.0005602788,0.009355864,0.003411615,0.0003524946,0.0005544942,0.00131435,0.001174334,0.0004011853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931968,"about_ca_system_score_gemma":0.0007276596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008435124,"about_ca_topic_score_gemma":0.01304329,"domain_scores_codex":[0.9963186,0.001234794,0.0003814278,0.001332298,0.000456602,0.0002763679],"domain_scores_gemma":[0.9965366,0.001387151,0.0006713627,0.000734403,0.0003488136,0.0003217583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007500582,0.00003189368,0.7289489,0.002878124,0.2313169,0.0002772511,0.0001244897,0.000934743,0.003779708,0.0002446838,0.002571252,0.02139155],"study_design_scores_gemma":[0.0004622562,0.0003968322,0.7184377,0.0005688111,0.2706795,0.0004643541,0.000150313,0.002349883,0.001220812,0.000697092,0.004537268,0.00003519467],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6996299,0.2760157,0.006471465,0.001254093,0.0004776649,0.0001145488,0.01143309,0.0002852063,0.004318371],"genre_scores_gemma":[0.9908283,0.005047149,0.0007414917,0.0001824655,0.0001053191,0.00003962687,0.002653865,0.00006191013,0.000339766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008435124,"threshold_uncertainty_score":0.02954769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05445280504292725,"score_gpt":0.3528629314357242,"score_spread":0.2984101263927969,"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."}}