{"id":"W7135049491","doi":"10.1093/neuped/wuaf001.156","title":"HGG-21. A Systematic Study of Molecular Diagnosis, Treatment, Prognostic Factors and Survival Outcome in Patients with Infant-Type Hemispheric Glioma (IHG) Patients: A Meta-analysis of 164 patients","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Pediatrics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Institute of Cancer Research","funders":"","keywords":"Disease; Glioma; Multivariate analysis; Overall survival; Novelty; Adjuvant therapy; Tyrosine kinase; Receptor tyrosine kinase","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":[0.000192142,0.0005518534,0.003558059,0.001316521,0.00005637989,0.00001618137,0.000167511,0.0001933272,0.00002341832],"category_scores_gemma":[0.001502384,0.0003517858,0.0004841311,0.003826116,0.00008518423,0.00008126134,0.0001319562,0.0001657016,0.000001283493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273816,"about_ca_system_score_gemma":0.0001425266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004234676,"about_ca_topic_score_gemma":0.0003157918,"domain_scores_codex":[0.9960959,0.0005569866,0.001525204,0.0007118956,0.0007184003,0.0003916234],"domain_scores_gemma":[0.9954699,0.002003425,0.0009588286,0.0006629473,0.000734466,0.0001704674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003781663,0.02432863,0.949299,0.001415809,0.02380428,0.00008837109,0.0005344272,0.00008326492,0.00001103748,0.000004270421,0.00001270726,0.0000400129],"study_design_scores_gemma":[0.01020998,0.01055018,0.7811965,0.00003252831,0.1975157,3.281602e-7,0.0002028449,0.00001601225,0.0001103078,0.00000150703,0.000003237029,0.00016089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938054,0.000739455,0.000002068464,0.00003185336,0.0001849333,0.00506101,0.0001191887,0.00002514837,0.00003092866],"genre_scores_gemma":[0.9989057,0.00007080268,0.00005749579,0.0000653349,0.000005704441,0.0006963733,0.0001592865,0.00003573798,0.000003540435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737114,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732648305898275,"score_gpt":0.297574274420646,"score_spread":0.2702477913616633,"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."}}