{"id":"W2056276800","doi":"10.1002/pbc.20935","title":"Outcome for young children newly diagnosed with ependymoma, treated with intensive induction chemotherapy followed by myeloablative chemotherapy and autologous stem cell rescue","year":2006,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Chemotherapy; Induction chemotherapy; Ependymoma; Pediatrics; Oncology; Surgery","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":[0.0002825947,0.0001917596,0.0003490595,0.0001798005,0.0002719531,0.0002476537,0.0001175993,0.0002824073,0.0003808229],"category_scores_gemma":[0.00106738,0.00007944737,0.0003013515,0.0001632213,0.000241193,0.0002211377,0.0001717868,0.000325655,0.00006627158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880829,"about_ca_system_score_gemma":0.000416639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362971,"about_ca_topic_score_gemma":0.002621104,"domain_scores_codex":[0.9998925,0.00002535212,0.000009924418,0.00002061781,0.00001976803,0.00003182071],"domain_scores_gemma":[0.9992082,0.0002132384,0.0002763062,0.00001847436,0.00003753102,0.0002463083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001691706,0.0002233219,0.986457,0.00003759952,0.00006623541,0.002258885,0.000128578,0.0003617148,0.001697791,0.00001972216,0.0001619035,0.006895431],"study_design_scores_gemma":[0.0002427805,0.006451702,0.9826224,0.000029358,0.0001543404,0.008566599,0.0002010954,0.0003519167,0.000842805,0.00002565916,0.0005029906,0.000008342774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995117,0.000261623,0.00002933102,0.00001696596,0.000003938713,0.000008249777,0.00005736341,0.000001607027,0.0001091203],"genre_scores_gemma":[0.9992544,0.0001881968,0.0001015288,0.00003656311,0.00001142225,0.00001649469,0.0003395062,9.731906e-7,0.00005100728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362971,"threshold_uncertainty_score":0.002815783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007765488778127644,"score_gpt":0.2374629867265896,"score_spread":0.2296974979484619,"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."}}