{"id":"W2549263597","doi":"10.1186/s40880-016-0155-6","title":"Treatment implications of posterior fossa ependymoma subgroups","year":2016,"lang":"es","type":"article","venue":"Chinese Journal of Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Posterior fossa; Medicine; Surgery","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":[0.0005310746,0.0001658151,0.0003748519,0.0004727062,0.0003497417,0.0005109751,0.0003000989,0.0004001359,0.0009227304],"category_scores_gemma":[0.003440793,0.00008900875,0.0003625785,0.000478755,0.0003147496,0.0006111253,0.0004514453,0.0004548912,0.0001250901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973934,"about_ca_system_score_gemma":0.0004927604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626463,"about_ca_topic_score_gemma":0.002197751,"domain_scores_codex":[0.9993674,0.0001684022,0.00006372187,0.000121814,0.0001355357,0.000143111],"domain_scores_gemma":[0.9991358,0.0002601173,0.0003246644,0.00004876266,0.00009427285,0.0001363902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010115,0.00006085633,0.9491932,0.00005331014,0.0001628777,0.001699882,0.000350317,0.0005613572,0.005251487,0.000428826,0.0006793696,0.04054836],"study_design_scores_gemma":[0.00002347444,0.0001639828,0.9915888,0.00002300177,0.0001088082,0.00332949,0.00084182,0.0006575722,0.0008252618,0.001062746,0.001365001,0.000009941711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940066,0.00295863,0.0002281631,0.001029505,0.00002135444,0.000009391863,0.0002403763,0.000004034596,0.001501943],"genre_scores_gemma":[0.9992787,0.0003572624,0.00004083703,0.00006607153,0.00002373773,0.000004914016,0.0001337307,0.000002241759,0.00009255301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001626463,"threshold_uncertainty_score":0.003608882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642261175958026,"score_gpt":0.3328831118724916,"score_spread":0.3164605001129114,"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."}}