{"id":"W2108301172","doi":"10.3171/foc.2006.20.4.12","title":"Treatment options for glioblastoma","year":2006,"lang":"en","type":"review","venue":"Neurosurgical FOCUS","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Temozolomide; Medicine; Oncology; Radiation therapy; Internal medicine; Glioblastoma; Clinical trial; Adjuvant; Pseudomonas exotoxin; Cancer; Chemotherapy; Cancer research; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003772332,0.0005997974,0.002173261,0.0002221377,0.0001159548,0.00004855548,0.00009109103,0.0003293279,0.00009346357],"category_scores_gemma":[0.0000360274,0.0003719062,0.002023023,0.0002912706,0.00005449853,0.00002224115,0.00003052167,0.0001565437,0.0002535578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940781,"about_ca_system_score_gemma":0.0001576757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002287858,"about_ca_topic_score_gemma":0.000008948908,"domain_scores_codex":[0.997968,0.00006952798,0.0006196828,0.0006757383,0.0002300527,0.0004370644],"domain_scores_gemma":[0.998477,0.0004891714,0.000178656,0.0005295905,0.00005676493,0.0002687756],"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":[0.00005124878,0.001714979,0.000007112446,0.001652953,0.000219126,0.001173845,0.000001457147,9.954424e-7,5.208379e-7,0.001213167,0.003034183,0.9909304],"study_design_scores_gemma":[0.002474236,0.002752883,0.00001218988,0.001353114,0.003926472,0.001204991,3.137969e-7,0.000009220327,0.00001444526,0.00004097461,0.9879603,0.0002508493],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003711285,0.9938689,0.00001299597,0.0002663256,0.0003173122,0.002966803,0.0004022853,0.0001391569,0.001989043],"genre_scores_gemma":[0.00009391466,0.994288,0.0001675617,0.00002337575,0.000528702,0.002715092,0.0002945068,0.0001095188,0.001779344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9906796,"threshold_uncertainty_score":0.9998733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832416961277692,"score_gpt":0.3592345061021097,"score_spread":0.3009103364893328,"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."}}