{"id":"W4281661953","doi":"10.1093/neuonc/noac079.511","title":"QOL-28. Clinico-molecular correlates of quality of survival and neurocognitive outcomes in medulloblastoma; a meta-analysis of the SIOP-UKCCSG-PNET3 and HIT-SIOP-PNET4 trials","year":2022,"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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Neurocognitive; Survivorship curve; Quality of life (healthcare); Wechsler Adult Intelligence Scale; Internal medicine; Oncology; Randomized controlled trial; Clinical trial; Cancer; Cognition; Psychiatry","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":[0.009961787,0.001335566,0.00568037,0.002040284,0.000426571,0.002471296,0.001152575,0.001063058,0.001902726],"category_scores_gemma":[0.009516887,0.0006676799,0.02304523,0.002786939,0.0004618187,0.0007553585,0.000998179,0.001574734,0.0001741497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000897983,"about_ca_system_score_gemma":0.0006934069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398432,"about_ca_topic_score_gemma":0.006169641,"domain_scores_codex":[0.9936751,0.003681232,0.0007578243,0.001107517,0.0005519192,0.000226364],"domain_scores_gemma":[0.9919159,0.005065191,0.001732004,0.0005675664,0.0003979403,0.0003214202],"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":[0.0130618,0.0000324854,0.09634816,0.01035748,0.8712851,0.00009215224,0.00003641771,0.001115777,0.0005810082,0.00009187021,0.0006407366,0.006356919],"study_design_scores_gemma":[0.002439142,0.0008289539,0.1386111,0.0010603,0.8529184,0.0001529393,0.00005901078,0.001269818,0.0003602397,0.0003687284,0.001896341,0.00003498084],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3561797,0.6316283,0.002756671,0.00101316,0.0004332677,0.0002283426,0.006448265,0.0001146905,0.001197678],"genre_scores_gemma":[0.9771308,0.01933348,0.0006594335,0.0002945868,0.0001459919,0.0001984693,0.001892831,0.00003538598,0.0003091663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009961787,"threshold_uncertainty_score":0.05268359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307672637801052,"score_gpt":0.4100935557205783,"score_spread":0.2793262919404731,"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."}}