{"id":"W2142105880","doi":"10.2217/14796708.1.6.831","title":"Recent advances in the medical therapy of high-grade gliomas","year":2006,"lang":"en","type":"article","venue":"Future Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Temozolomide; Radiation therapy; Medicine; Chemotherapy; Glioblastoma; Adjuvant; Oncology; Dacarbazine; Glioma; Internal medicine; Cancer research","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":[0.0001268251,0.0001026358,0.0002394608,0.00008854497,0.00002100086,0.000002404802,0.000112765,0.000131797,0.0002288202],"category_scores_gemma":[0.00002881718,0.00005461344,0.00005278203,0.0002503254,0.00008006159,0.00002074134,0.0000126683,0.0001972182,0.000007139482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006009227,"about_ca_system_score_gemma":0.00003133562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007078369,"about_ca_topic_score_gemma":0.0003271143,"domain_scores_codex":[0.9990115,0.0001340788,0.00020761,0.0001800401,0.00028897,0.000177789],"domain_scores_gemma":[0.9994867,0.000165119,0.0000588953,0.0002264195,0.00002623702,0.000036624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00212636,0.008015586,0.4312561,0.00004822173,0.00009406481,0.009052198,0.0004388232,0.00006622535,0.002003769,0.04127259,0.02813864,0.4774874],"study_design_scores_gemma":[0.002586265,0.0008679181,0.3829417,0.000005251352,0.00001095098,0.0003597304,0.00001529729,0.000005889826,0.001180606,0.001148693,0.6108416,0.00003604537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640754,0.03558926,0.0000013903,0.09869696,0.0004744062,0.0002275527,0.000002729023,0.00001395838,0.0009182905],"genre_scores_gemma":[0.9664429,0.02688465,0.00002794592,0.005825687,0.0007434114,0.00004403303,0.00001941666,0.000008763436,0.000003147354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.582703,"threshold_uncertainty_score":0.250542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008487501163629714,"score_gpt":0.2660025962462959,"score_spread":0.2575150950826662,"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."}}