{"id":"W1977769421","doi":"10.1007/s00381-010-1251-6","title":"Posterior fossa ependymomas: new radiological classification with surgical correlation","year":2010,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Posterior fossa; Neurosurgery; Radiological weapon; Ependymoma; Radiology","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":[0.0007290537,0.001045759,0.0005146769,0.005002921,0.0007013805,0.001330029,0.001258446,0.001395276,0.002073501],"category_scores_gemma":[0.005186828,0.0004022447,0.0004698206,0.001980748,0.002440268,0.002420272,0.001312296,0.001166177,0.001590821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005421966,"about_ca_system_score_gemma":0.0007988411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051871,"about_ca_topic_score_gemma":0.001650708,"domain_scores_codex":[0.9993377,0.0001055257,0.0001393652,0.0001260035,0.0001814249,0.000109862],"domain_scores_gemma":[0.9982339,0.0005247818,0.0003624379,0.0002769555,0.000401079,0.0002008063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142281,0.0003543769,0.5337455,0.0003969898,0.0001071658,0.2180593,0.0009416073,0.001821061,0.03492935,0.006155031,0.008424563,0.1939228],"study_design_scores_gemma":[0.0001442861,0.0003938271,0.1361872,0.0000895538,0.0002199481,0.8349881,0.0007277219,0.003932924,0.00797068,0.005058528,0.01019065,0.00009648469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073752,0.01497707,0.0241951,0.002455427,0.0009997392,0.0002128265,0.0007375489,0.0004444614,0.04860258],"genre_scores_gemma":[0.9799698,0.003286935,0.01324056,0.0002573817,0.001021638,0.00009225544,0.0004719131,0.00006627494,0.001593185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005002921,"threshold_uncertainty_score":0.00693655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322414773201027,"score_gpt":0.2373689117578837,"score_spread":0.2241447640258734,"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."}}