{"id":"W4205368928","doi":"10.4103/glioma.glioma_17_21","title":"Pediatric posterior fossa ependymoma and metabolism","year":2021,"lang":"en","type":"article","venue":"Glioma","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Carcinogenesis; Biology; Metabolism; Cancer research; Tumor microenvironment; Neuroscience; Brain tumor; Central nervous system; Cancer cell; Cancer; Tumor cells; Bioinformatics; Pathology; Endocrinology; Medicine; Genetics","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":[0.0001090236,0.0003805636,0.0005339068,0.0005853603,0.000157583,0.0005709867,0.0002392592,0.0004577311,0.001303031],"category_scores_gemma":[0.0002313085,0.0000876112,0.0002548436,0.000768009,0.0002287046,0.0005166117,0.0003200324,0.0005912401,0.0003725128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778086,"about_ca_system_score_gemma":0.0005596458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488414,"about_ca_topic_score_gemma":0.001778492,"domain_scores_codex":[0.9999006,0.00001560759,0.00001244331,0.00001871382,0.00003569915,0.0000170016],"domain_scores_gemma":[0.9999392,0.00001745885,0.00001956403,0.000001648305,0.00001436387,0.000007693485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005301308,0.0000815577,0.008843875,0.01160392,0.0002214057,0.01239322,0.0004251246,0.001212871,0.02824383,0.0147923,0.02574978,0.8959021],"study_design_scores_gemma":[0.00002372918,0.0003192777,0.03343807,0.002483882,0.0002752509,0.05409249,0.0004573383,0.0004653325,0.01311407,0.007347227,0.8879343,0.0000489987],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008399509,0.9846365,0.0008373935,0.0009931253,0.0002942616,0.00000927507,0.0001359536,0.00002422522,0.004669711],"genre_scores_gemma":[0.04091934,0.9551356,0.0009060547,0.0003299094,0.0004415518,0.0000134511,0.000221637,0.000005360213,0.002027049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001488414,"threshold_uncertainty_score":0.004359007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128052275385569,"score_gpt":0.2559418638531394,"score_spread":0.2431366363145825,"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."}}