{"id":"W4307137698","doi":"10.1093/noajnl/vdac168","title":"Adolescent and young adult glioma: systematic review of demographic, disease, and treatment influences on survival","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Glioma; Isocitrate dehydrogenase; Radiation therapy; Pathological; Oncology; Young adult; Oligodendroglioma; Cohort; Disease; Internal medicine; Astrocytoma; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001477514,0.0002084904,0.0008339038,0.0001494779,0.0001618989,0.00000564953,0.00006284383,0.00002656436,0.00001815949],"category_scores_gemma":[0.0002451221,0.0001445559,0.0001043855,0.0002446882,0.0001626851,0.00005524666,0.00006233958,0.0001036451,0.00000121451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000876808,"about_ca_system_score_gemma":0.0000636804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810419,"about_ca_topic_score_gemma":0.00003050342,"domain_scores_codex":[0.9984141,0.0003222882,0.0004070002,0.0003723091,0.0002988626,0.0001854186],"domain_scores_gemma":[0.99885,0.0003970796,0.000258478,0.000251327,0.00007188856,0.0001711849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008812171,0.003322422,0.8524368,0.1342788,0.0004464625,0.001998052,0.0001868923,0.00001496086,0.001583824,0.001368106,0.0001671195,0.003315332],"study_design_scores_gemma":[0.01829071,0.03235151,0.8175591,0.1045135,0.01221138,0.002517066,0.001927802,0.00008644782,0.002950139,0.0006179968,0.005991967,0.0009823628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083245,0.1875779,3.825643e-7,0.002112878,0.0002439612,0.001538182,0.00003248328,0.00002698073,0.0001427685],"genre_scores_gemma":[0.8903707,0.1073967,0.00003263037,0.001351432,0.00002405796,0.0007949145,0.00001099857,0.00001250314,0.000006064025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08204615,"threshold_uncertainty_score":0.5894819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396524238134669,"score_gpt":0.2939761901255473,"score_spread":0.2800109477442007,"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."}}