{"id":"W4253468179","doi":"10.1093/neuonc/nox168.722","title":"PATH-32. MOLECULAR HETEROGENEITY AMONG PEDIATRIC POSTERIOR FOSSA EPENDYMOMA","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Biology; Genetic heterogeneity; Medulloblastoma; Gene; Genetics; Oncology; Bioinformatics; Pathology; Medicine","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":[0.0001727581,0.0002226767,0.0002263668,0.0007728586,0.0002371597,0.0003228201,0.000198521,0.0001860455,0.001007935],"category_scores_gemma":[0.0005852096,0.0001194611,0.0002200012,0.0005924236,0.000277161,0.0002463521,0.000255751,0.0002508068,0.0002249084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800785,"about_ca_system_score_gemma":0.0002583047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793434,"about_ca_topic_score_gemma":0.003589935,"domain_scores_codex":[0.9997949,0.00001545405,0.00002281526,0.00007920273,0.00004955492,0.00003815786],"domain_scores_gemma":[0.9996985,0.00006176632,0.0001358558,0.00002152848,0.00004293064,0.0000394579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004332521,0.00004035049,0.8162911,0.0001038026,0.000103144,0.004673497,0.0003299263,0.001002386,0.1437988,0.0005490161,0.000365944,0.03230874],"study_design_scores_gemma":[0.00001506204,0.0001232361,0.973084,0.00000922007,0.00006405712,0.01230749,0.0002648557,0.001207882,0.0106938,0.0004707081,0.001751298,0.000008533289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974025,0.0004443811,0.0008936058,0.00002159796,0.000002464518,0.00001650826,0.0004772955,0.00001710672,0.0007244163],"genre_scores_gemma":[0.9982569,0.000189692,0.0006967291,0.00001133836,0.000002956369,0.00001910508,0.0006777226,0.000006704506,0.0001388528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001793434,"threshold_uncertainty_score":0.003566027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313908348130619,"score_gpt":0.3120462773010311,"score_spread":0.2889071938197249,"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."}}