{"id":"W4399785410","doi":"10.1093/neuonc/noae064.524","title":"MDB-75. MOLECULAR PATHOLOGY, TREATMENT AND PROGNOSIS OF INFANT SONIC HEDGEHOG MEDULLOBLASTOMA: A GLOBAL MULTI-COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Sonic hedgehog; Cohort; Medicine; Pathology; Pediatrics; Oncology; Biology; Genetics","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":[0.0008533286,0.0004361084,0.0005582034,0.001069739,0.0003803861,0.0006554286,0.0004386296,0.0003277777,0.001257084],"category_scores_gemma":[0.0007661252,0.0002717641,0.0006433964,0.001333907,0.0002826683,0.0003772126,0.0007413593,0.0004061092,0.0003458344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833524,"about_ca_system_score_gemma":0.0005033073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009848856,"about_ca_topic_score_gemma":0.01287399,"domain_scores_codex":[0.999553,0.00009184982,0.00003671021,0.000173913,0.00005655272,0.00008784639],"domain_scores_gemma":[0.9993163,0.00006205653,0.0002903635,0.00008365212,0.00005675997,0.0001909912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007444085,0.0000323124,0.9955125,0.00003069134,0.0004064827,0.00007995727,0.00006425243,0.00005889278,0.0004088601,0.00002032632,0.0002071109,0.002434198],"study_design_scores_gemma":[0.00003077848,0.0001568865,0.9986761,0.00001047713,0.0002387556,0.0001862757,0.00009357476,0.00006753584,0.00008871266,0.00001619978,0.0004300677,0.000004628098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996431,0.001068861,0.00008588853,0.00003938843,0.000003748316,0.00001470629,0.002022378,0.000007538764,0.0003263876],"genre_scores_gemma":[0.9976617,0.0002850879,0.00008916529,0.00002949526,0.000007053457,0.00001960065,0.001742646,0.000006393628,0.0001588864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009848856,"threshold_uncertainty_score":0.01958305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177280282460706,"score_gpt":0.3126784524353424,"score_spread":0.2949504241892718,"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."}}