{"id":"W2015653791","doi":"10.1002/cncr.21593","title":"Phase II study of high‐dose chemotherapy before radiation in children with newly diagnosed high‐grade astrocytoma","year":2005,"lang":"en","type":"article","venue":"Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Regimen; Etoposide; Lomustine; Carboplatin; Vincristine; Ifosfamide; Chemotherapy; Surgery; Internal medicine; Chemotherapy regimen; Cyclophosphamide; Oncology; Gastroenterology; Cisplatin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004166542,0.0001710596,0.0003510239,0.0001378789,0.00004200733,0.000006879385,0.00005951078,0.00004971369,0.0001821745],"category_scores_gemma":[0.00000563806,0.0001244342,0.00003933988,0.0002675036,0.00003061744,0.00007968613,0.00001188033,0.0000863625,0.000003815323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482855,"about_ca_system_score_gemma":0.00007695023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881324,"about_ca_topic_score_gemma":0.002189957,"domain_scores_codex":[0.9990584,0.00001988387,0.0002295604,0.0002610204,0.0002307325,0.0002004131],"domain_scores_gemma":[0.9994782,0.00001435557,0.0001175054,0.0002546169,0.00004115085,0.00009412679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007910233,0.01424549,0.7201716,0.000008227786,0.0003731876,0.00003597701,0.001884844,0.000451187,0.0004181766,0.00002465534,0.0005024823,0.2610932],"study_design_scores_gemma":[0.08369646,0.009716434,0.8932541,0.00006957146,0.0001671458,0.000008294895,0.000111333,0.00006024947,0.01253184,0.000005877108,0.0002794195,0.0000992698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965121,0.0006420459,0.000003403292,0.001437923,0.00003958094,0.001293853,0.00002979095,0.00002944742,0.00001183914],"genre_scores_gemma":[0.9985137,0.0001470014,0.0002696834,0.0002863676,0.0002659404,0.0003952014,0.00005548436,0.00002934141,0.00003727181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609939,"threshold_uncertainty_score":0.5074281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009550162195171543,"score_gpt":0.2885422899638302,"score_spread":0.2789921277686587,"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."}}