{"id":"W3111626448","doi":"10.1093/neuonc/noaa222.183","title":"EPEN-50. THE MANAGEMENT AND TREATMENT OF PEDIATRIC SPINAL CORD EPENDYMOMA: RESULTS FROM A COLLABORATIVE INTERNATIONAL MULTI-INSTITUTIONAL REVIEW","year":2020,"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; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Ependymoma; Cohort; Spinal cord; Hazard ratio; Radiation therapy; Internal medicine; Oncology; Surgery; Confidence interval","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":[0.01188991,0.0003772128,0.0004918477,0.003224883,0.0002140822,0.0009865838,0.0009875181,0.0004059877,0.0006529964],"category_scores_gemma":[0.01458152,0.0001671606,0.000789419,0.004696209,0.0003385585,0.0005399254,0.0006520666,0.0002863819,0.000247227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009954063,"about_ca_system_score_gemma":0.002969143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804112,"about_ca_topic_score_gemma":0.005431509,"domain_scores_codex":[0.9957884,0.001640632,0.001097016,0.0002934372,0.001022197,0.0001583747],"domain_scores_gemma":[0.9848652,0.00524518,0.004507966,0.0009761758,0.003560493,0.0008448741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001105251,0.000354792,0.1828611,0.008026455,0.001638228,0.001128774,0.0007727019,0.001386573,0.003208885,0.0005455241,0.01679021,0.7821815],"study_design_scores_gemma":[0.0006292542,0.00177261,0.8313769,0.01404342,0.00355479,0.004511801,0.00109112,0.0007919458,0.00361109,0.0001245828,0.13843,0.00006253546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4030403,0.5573119,0.003773552,0.002969114,0.0004035575,0.002314958,0.01138652,0.0001101908,0.01869002],"genre_scores_gemma":[0.6416727,0.3268263,0.009335551,0.001831246,0.0003773301,0.001475982,0.01681822,0.00008683858,0.001575804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01188991,"threshold_uncertainty_score":0.06288064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05738378045317209,"score_gpt":0.344314526923004,"score_spread":0.2869307464698319,"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."}}