{"id":"W4206467252","doi":"10.1093/neuonc/noac012","title":"SIOP Ependymoma I: Final results, long-term follow-up, and molecular analysis of the trial cohort—A BIOMECA Consortium Study","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"NIHR Great Ormond Street Hospital Biomedical Research Centre; Associazione Bianca Garavaglia; Brain Tumour Charity; CHILDREN with CANCER UK; James Tudor Foundation; National Institute for Health and Care Research; Cancer Research UK","keywords":"Ependymoma; Cohort; Medicine; Term (time); Oncology; Internal medicine; Surgery; Physics","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":[0.004353839,0.0007298865,0.001188306,0.0003294604,0.000496087,0.001216346,0.0007417536,0.0006348777,0.002308614],"category_scores_gemma":[0.005025645,0.00030607,0.001417313,0.0007921892,0.0004864773,0.0005087078,0.0007407671,0.0007988696,0.0005725807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006824756,"about_ca_system_score_gemma":0.001241397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899735,"about_ca_topic_score_gemma":0.003141044,"domain_scores_codex":[0.9983443,0.0008312369,0.0001015882,0.0003092353,0.0002273678,0.0001863243],"domain_scores_gemma":[0.9958994,0.0007850345,0.001476271,0.0009038605,0.0003667933,0.000568531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.2978803,0.001609906,0.6538473,0.0009064798,0.00750509,0.001007475,0.0004141992,0.0007851665,0.004581959,0.0004508367,0.007195424,0.02381576],"study_design_scores_gemma":[0.06310059,0.03294829,0.8817211,0.0003167012,0.008056277,0.001595926,0.0003067246,0.001015285,0.001895769,0.0004072449,0.008552336,0.00008380326],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924802,0.001274401,0.000319349,0.0001575459,0.00003361891,0.0004283296,0.004248824,0.00001608722,0.001041753],"genre_scores_gemma":[0.9844444,0.0006607724,0.0007170609,0.0002097185,0.0001074496,0.00113268,0.01125314,0.00004164767,0.001433171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004353839,"threshold_uncertainty_score":0.02302557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388866853965134,"score_gpt":0.3230746304294576,"score_spread":0.2891859618898062,"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."}}