{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006907237,0.0002664338,0.00179632,0.0007061983,0.00003410595,0.00002068785,0.0002686954,0.0002218867,0.001701473],"category_scores_gemma":[0.0007560236,0.0001854439,0.001155829,0.000844418,0.0001996487,0.00008573345,0.0001035797,0.0002784762,0.00004483774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009122059,"about_ca_system_score_gemma":0.0003809726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005766144,"about_ca_topic_score_gemma":0.0003502714,"domain_scores_codex":[0.9970602,0.0003958795,0.001149744,0.0006675133,0.0004709967,0.0002557056],"domain_scores_gemma":[0.9963768,0.002005843,0.0004720819,0.0005948164,0.0003544973,0.0001959214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003398669,0.01230847,0.2022284,0.0002471969,0.426228,0.007290243,0.001421197,0.001667654,0.2819245,0.02801056,0.003734984,0.03154013],"study_design_scores_gemma":[0.004753547,0.01763287,0.2111964,0.00004239169,0.6742408,0.0002397587,0.0002215621,0.01038762,0.04596395,0.001275489,0.03351045,0.0005351455],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914311,0.000676344,0.000135501,0.005030828,0.000840136,0.0003792429,0.0003701992,0.00007293887,0.001063681],"genre_scores_gemma":[0.9966024,0.000480671,0.001912554,0.0005758979,0.0001418028,0.00009091891,0.0001274407,0.00003482285,0.00003355351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2480128,"threshold_uncertainty_score":0.9992111,"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."}}