{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003572096,0.0003820833,0.0006286537,0.0000916188,0.00008753623,0.00002413233,0.0002052844,0.0003038254,0.000007471643],"category_scores_gemma":[0.0002272006,0.0003285757,0.0001795148,0.0002261174,0.0003583477,0.000005117902,0.0003583736,0.0001566827,0.00001367881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361926,"about_ca_system_score_gemma":0.0003339572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008208519,"about_ca_topic_score_gemma":0.0002815735,"domain_scores_codex":[0.9974873,0.0004159126,0.0004874368,0.0009992039,0.0001527438,0.0004574207],"domain_scores_gemma":[0.9991048,0.00008742058,0.0001177998,0.0004347929,0.000113054,0.0001421499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001377332,0.001173183,0.1565488,0.00005870797,0.0006364296,0.0009461338,0.0005591392,0.00003137104,0.8298098,0.00005560359,0.0002192091,0.009823801],"study_design_scores_gemma":[0.007634693,0.03922646,0.1147686,0.00008843619,0.001563878,0.001623689,0.002106824,0.0005911011,0.7615169,0.00008794882,0.06956916,0.001222332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905717,0.006525418,0.0002698192,0.0002968378,0.0004985628,0.001281729,0.00007934726,0.00007121164,0.000405335],"genre_scores_gemma":[0.9977726,0.0006197099,0.0007206952,0.0002171013,0.0001152846,0.0004582923,0.00002579105,0.00004393154,0.00002653146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06934996,"threshold_uncertainty_score":0.9999166,"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."}}