{"id":"W4399785926","doi":"10.1093/neuonc/noae064.426","title":"LGG-34. THE LANDSCAPE OF GLIOMAS IN CHILDREN, ADOLESCENTS AND YOUNG ADULTS REVEALS INSIGHTS ON GLIOMAGENESIS: A CANADIAN ADOLESCENTS AND YOUNG ADULTS NEURO-ONCOLOGY NETWORK (CANON) STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; Stollery Children's Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Young adult; Glioma; Pediatrics; Oncology; Internal medicine; Cancer research","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":[0.0005894554,0.0003934113,0.0003017886,0.001544026,0.001604893,0.0009036392,0.0005542962,0.000337809,0.002406298],"category_scores_gemma":[0.001098716,0.0002116705,0.0004762605,0.003480762,0.0003804439,0.000304575,0.0005732611,0.0005517963,0.000302189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009455867,"about_ca_system_score_gemma":0.01486043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9485308,"about_ca_topic_score_gemma":0.9665185,"domain_scores_codex":[0.9995614,0.00003963131,0.00001501781,0.00007211924,0.0001152541,0.0001966077],"domain_scores_gemma":[0.9990121,0.00004465387,0.0001807297,0.00002794879,0.0004200209,0.0003144521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148523,0.00003345939,0.9909685,0.00003790246,0.0000434391,0.0001952992,0.0004369854,0.00006128068,0.0002002645,0.0001691159,0.001838828,0.005900037],"study_design_scores_gemma":[0.000007605216,0.00002774848,0.9968504,0.0000333811,0.00003514075,0.0001735864,0.0008625971,0.00009155607,0.00003439484,0.00002513886,0.001853438,0.000004947826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986703,0.00159107,0.0001077638,0.0004867451,0.0000153941,0.00008111219,0.006645252,0.000009176777,0.004360443],"genre_scores_gemma":[0.9936086,0.001303835,0.0002145824,0.0001625419,0.00001673526,0.00003593549,0.003509762,0.00001018526,0.001137926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9905441,"threshold_uncertainty_score":0.1035446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013769419540343,"score_gpt":0.2572078656732736,"score_spread":0.2470701714778701,"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."}}