{"id":"W3170737052","doi":"10.1093/neuonc/noab090.054","title":"EPEN-04. SIOP EPENDYMOMA I: FINAL RESULTS, LONG TERM FOLLOW-UP AND MOLECULAR ANALYSIS OF THE TRIAL COHORT: A BIOMECA CONSORTIUM STUDY","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Ependymoma; Radiation therapy; Oncology; Internal medicine; Context (archaeology); Hazard ratio; Cohort; Lomustine; Population; Surgery; Vincristine; Chemotherapy; Confidence interval; Cyclophosphamide","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":[0.004526665,0.0006852644,0.001088041,0.0003086616,0.0003819155,0.001256954,0.0007027679,0.0006470914,0.003020928],"category_scores_gemma":[0.003044978,0.0002950061,0.001190883,0.0006361661,0.000494823,0.0006448802,0.0006186421,0.0008206535,0.0007733444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896849,"about_ca_system_score_gemma":0.0008203795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007726236,"about_ca_topic_score_gemma":0.001316955,"domain_scores_codex":[0.9984437,0.0008891717,0.00008932151,0.0002285547,0.0001852966,0.0001640469],"domain_scores_gemma":[0.9975568,0.0005996081,0.0006812545,0.0005077713,0.0002213742,0.0004330658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5201157,0.004217254,0.395909,0.0010319,0.007666397,0.001214026,0.0002947554,0.001390353,0.006428092,0.0007448923,0.01083813,0.05014953],"study_design_scores_gemma":[0.1330508,0.08655331,0.7398801,0.0003073979,0.008888654,0.00176723,0.0002776931,0.001873961,0.006256118,0.0008885273,0.02016278,0.00009348322],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861377,0.002376998,0.0006590829,0.000325496,0.00006606555,0.0009213107,0.006420978,0.00003564693,0.00305671],"genre_scores_gemma":[0.9806455,0.0007258278,0.0009412924,0.0002837418,0.0001474992,0.001505995,0.01197877,0.00004637186,0.003725132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004526665,"threshold_uncertainty_score":0.02393955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323953465718085,"score_gpt":0.3235388786236317,"score_spread":0.2911435320518232,"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."}}