{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531931,0.0003978913,0.0004293818,0.0003930211,0.0004509803,0.0004194734,0.0003370179,0.0007511307,0.0009837544],"category_scores_gemma":[0.001611756,0.0001300599,0.0002359385,0.0005053203,0.0007505521,0.0006310852,0.0002334132,0.0006357981,0.0002274611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826587,"about_ca_system_score_gemma":0.0007642902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748513,"about_ca_topic_score_gemma":0.005154745,"domain_scores_codex":[0.9998527,0.00002907412,0.00002265245,0.00002806538,0.00002552856,0.00004202434],"domain_scores_gemma":[0.9993157,0.0001850154,0.0002908206,0.00001925407,0.00004172383,0.0001475605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504842,0.00006476318,0.9346424,0.0003469757,0.00004907369,0.0266928,0.0003038018,0.0002976031,0.001879154,0.0001806335,0.001545027,0.03374724],"study_design_scores_gemma":[0.00007706221,0.0009421627,0.7190886,0.0007504959,0.0001970296,0.2642843,0.003951812,0.0004657416,0.002631512,0.0005652321,0.007003866,0.00004230489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708205,0.02382526,0.0008006794,0.002109258,0.0001773033,0.00003528211,0.0002500828,0.0000314635,0.001950219],"genre_scores_gemma":[0.9865303,0.01113019,0.001086989,0.0004298815,0.0002255325,0.000022579,0.0002596628,0.00000834622,0.0003064742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001748513,"threshold_uncertainty_score":0.003476679,"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."}}