{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002644716,0.0009317966,0.003730586,0.001733861,0.0004801439,0.001297047,0.0007808078,0.001032991,0.001145772],"category_scores_gemma":[0.003506995,0.000541617,0.01099204,0.003287725,0.000310295,0.0006940659,0.0006732158,0.0009243707,0.0001838352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616201,"about_ca_system_score_gemma":0.0007255241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004178332,"about_ca_topic_score_gemma":0.00887229,"domain_scores_codex":[0.9979898,0.0007196477,0.0003982475,0.0005087049,0.0002544468,0.000129165],"domain_scores_gemma":[0.9982343,0.0008481664,0.000451642,0.000167878,0.0001869627,0.0001110662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01211189,0.0001137382,0.4007909,0.02776938,0.5221127,0.0003410604,0.0001504728,0.0009411858,0.001213073,0.0001402739,0.00244797,0.03186735],"study_design_scores_gemma":[0.001428967,0.001039594,0.298363,0.002507697,0.6889424,0.0003984405,0.000158555,0.0009604504,0.0004722388,0.0003831268,0.005288521,0.00005697936],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2525828,0.740861,0.0007576647,0.0004364933,0.0002677312,0.00009831347,0.004146174,0.00004001694,0.0008098873],"genre_scores_gemma":[0.9325641,0.06261822,0.0004820597,0.0006190815,0.0002132589,0.0001466097,0.002966186,0.00002562763,0.0003648076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004178332,"threshold_uncertainty_score":0.01398677,"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."}}