{"id":"W4404857339","doi":"10.1093/noajnl/vdae173.053","title":"10076- MPC-8 MOLECULAR DIAGNOSIS OF MEDULLOBLASTOMA: CHARACTERISTICS OF JAPANESE CASES AND DIAGNOSTIC METHODS FOR WNT MBS.","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medulloblastoma; Wnt signaling pathway; Computer science; Medicine; Cancer research; Biology; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.000237324,0.0002406924,0.0008232589,0.0002057011,0.00004404243,0.000009620981,0.00008165051,0.0001323574,0.00004115782],"category_scores_gemma":[0.004597128,0.0001920092,0.0001792223,0.0002287122,0.0003154561,0.00009087221,0.00006467404,0.0001296437,0.000002884218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004781845,"about_ca_system_score_gemma":0.0001017436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002647968,"about_ca_topic_score_gemma":0.00001476047,"domain_scores_codex":[0.998493,0.0001549248,0.0005139537,0.0004321986,0.0001425649,0.0002633961],"domain_scores_gemma":[0.9841937,0.01510097,0.0001877496,0.0002282307,0.0001513219,0.0001380625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008698367,0.002762106,0.1035496,0.004118449,0.000832189,0.005385982,0.001464949,0.00002353318,0.261715,0.00273163,0.0007415237,0.6158052],"study_design_scores_gemma":[0.004283275,0.01350295,0.04726375,0.001077986,0.003259353,0.001947434,0.0006577015,0.0003622579,0.8196082,0.00104832,0.1065197,0.0004691492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639735,0.0324893,0.0002098383,0.001483357,0.0006693084,0.000902004,0.0001195404,0.00004981007,0.0001034048],"genre_scores_gemma":[0.9826907,0.007007849,0.009066753,0.0002973057,0.00008222398,0.00078055,0.00002646397,0.00003825495,0.000009934924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6153361,"threshold_uncertainty_score":0.7829906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828609635790188,"score_gpt":0.3737780807068098,"score_spread":0.3554919843489079,"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."}}