{"id":"W3110887690","doi":"10.1093/neuonc/noaa222.659","title":"PATH-24. MOLECULAR CLASSIFICATION OF HIGH RISK INFANT EMBRYONAL BRAIN TUMORS ENROLLED IN THE ACNS0334 TRIAL: A REPORT FROM THE CHILDREN’S ONCOLOGY GROUP","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Brain tumor; CDKN2A; Atypical teratoid rhabdoid tumor; Germline; PTCH1; Oncology; Internal medicine; Glioma; Astrocytoma; Medicine; Biology; Cancer research; Pathology; Bioinformatics; Cancer; Sonic hedgehog; 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":[0.0008687641,0.0002638841,0.000905383,0.00008960663,0.00008769516,0.0000148357,0.0003415127,0.0002678542,0.00009831101],"category_scores_gemma":[0.002727875,0.0001543794,0.0002690553,0.0004264872,0.0002023992,0.00003763875,0.0001108999,0.0006947889,0.00002223289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910674,"about_ca_system_score_gemma":0.0004677235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344349,"about_ca_topic_score_gemma":0.0003149356,"domain_scores_codex":[0.9959055,0.001717411,0.001001259,0.0006272544,0.000425555,0.0003230148],"domain_scores_gemma":[0.9951633,0.00310872,0.000820921,0.0006868884,0.00007814714,0.000141986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03947601,0.00981207,0.3695655,0.00003847912,0.001104145,0.01979216,0.008071491,0.00009757544,0.4574607,0.003418411,0.04976831,0.04139518],"study_design_scores_gemma":[0.07048991,0.009679346,0.8795788,0.00003041558,0.0006966727,0.0007088261,0.0006259721,0.0002876411,0.004561547,0.0005638728,0.0325807,0.0001963051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138966,0.0002631365,0.00003710698,0.08250519,0.0003784282,0.002309592,0.00006331651,0.00003897398,0.000507705],"genre_scores_gemma":[0.9849539,0.0001273557,0.000214833,0.01335511,0.0004006634,0.0006486725,0.0002645563,0.0000332351,0.000001711523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100133,"threshold_uncertainty_score":0.6295411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333542339404392,"score_gpt":0.2909192706836354,"score_spread":0.2675838472895915,"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."}}