{"id":"W2006797349","doi":"10.1002/pbc.23086","title":"Supratentorial ependymoma in children: To observe or to treat following gross total resection?","year":2011,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Ependymoma; Radiation therapy; Surgery; Chemotherapy","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":[0.0001358033,0.0002604639,0.0004209539,0.0003396444,0.00008376919,0.00003036591,0.0001090171,0.000122198,0.000609383],"category_scores_gemma":[0.0001019293,0.0002007922,0.000178693,0.001095518,0.000007589213,0.0001112153,0.00008021992,0.0001539615,0.0001292764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837219,"about_ca_system_score_gemma":0.0001925444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009935162,"about_ca_topic_score_gemma":0.002135811,"domain_scores_codex":[0.9981697,0.00003689739,0.0003544193,0.0005452438,0.0003700708,0.0005236265],"domain_scores_gemma":[0.9990813,0.00004423136,0.00005605601,0.0003271562,0.00007011097,0.000421184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009498443,0.001138644,0.9926955,0.00002972853,0.0001560034,0.0007383695,0.000824018,0.00001402702,0.0001963002,0.00001476519,0.002485304,0.00075751],"study_design_scores_gemma":[0.007572683,0.001629079,0.9824392,0.00005360748,0.001107799,0.0001369373,0.00006375975,0.000001415519,0.006615086,0.00001093523,0.0001027993,0.0002667554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952378,0.001163391,0.000001733879,0.0003681127,0.00146273,0.001138666,0.00004855237,0.00006267832,0.0005163166],"genre_scores_gemma":[0.9944078,0.0001495608,0.0003837288,0.0002572135,0.003421798,0.0007870969,0.00001614187,0.00004438931,0.0005323113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025634,"threshold_uncertainty_score":0.9966578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544575829800485,"score_gpt":0.2976700394672169,"score_spread":0.2622242811692121,"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."}}