{"id":"W4406674139","doi":"10.1002/pbc.31555","title":"Medulloblastoma Molecular Subgrouping and Outcomes Data of a Single Center From a Low‐ and Middle‐Income Country","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Medulloblastoma; Radiation therapy; Pediatrics; Risk stratification; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005044439,0.0002886125,0.0005217,0.001727638,0.0008373445,0.0004965618,0.0003002592,0.0002576053,0.001587961],"category_scores_gemma":[0.001541579,0.0002304355,0.0004320279,0.001694931,0.0003908482,0.0004514759,0.0008620836,0.0002812656,0.0002974087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009147427,"about_ca_system_score_gemma":0.001093381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783676,"about_ca_topic_score_gemma":0.0159884,"domain_scores_codex":[0.9992601,0.0001139205,0.0001393775,0.000159934,0.0001798349,0.0001468093],"domain_scores_gemma":[0.9978933,0.0002284483,0.0008906062,0.0001644501,0.0003817851,0.0004415138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005431989,0.00001397106,0.9986157,0.00000902337,0.00002302074,0.0001880258,0.0001157247,0.00001958106,0.0001444968,0.000007161249,0.00007380877,0.0007351685],"study_design_scores_gemma":[0.00001173233,0.000128061,0.9973021,0.00001409217,0.00003851213,0.001414867,0.000554857,0.00007764906,0.0001639644,0.0000091742,0.0002796045,0.000005337691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990834,0.00007953324,0.00004939189,0.00002391957,0.000002000701,0.00001596578,0.0004588504,0.000003203359,0.0002836436],"genre_scores_gemma":[0.9989541,0.00009574723,0.00008754976,0.00002177294,0.00000583946,0.0000169951,0.0007731385,0.000002681241,0.00004216373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01783676,"threshold_uncertainty_score":0.03546584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157088199135705,"score_gpt":0.2722413895181625,"score_spread":0.256532569604592,"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."}}