{"id":"W2127125749","doi":"10.1016/j.ijrobp.2011.06.485","title":"Hypofractionated, Reduced Margin, Intensity Modulated Radiotherapy with Concurrent and Adjuvant Temozolomide for Patients with Glioblastoma Multiforme: A Pattern of Failure Analysis","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Temozolomide; Glioblastoma; Radiation therapy; Nuclear medicine; Radiology; 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":[0.001670757,0.0004580871,0.001246122,0.0004778921,0.0002257876,0.0004588005,0.0007230303,0.000362824,0.0006011898],"category_scores_gemma":[0.002619625,0.0001835149,0.001232984,0.0008448042,0.0005075944,0.0005745008,0.0003475354,0.000551849,0.0001151424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794963,"about_ca_system_score_gemma":0.0009293871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761478,"about_ca_topic_score_gemma":0.004578941,"domain_scores_codex":[0.9993982,0.0002183248,0.00006352791,0.00009879082,0.0001210961,0.0001000948],"domain_scores_gemma":[0.9988737,0.0003723567,0.0003114767,0.0001974227,0.00006856925,0.0001764544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1445926,0.00277472,0.6008166,0.0004992291,0.003537158,0.0009311758,0.0008647505,0.02239331,0.02996828,0.0004872983,0.001103586,0.1920313],"study_design_scores_gemma":[0.002407278,0.06702436,0.911342,0.00002827802,0.001788057,0.00124026,0.0002135921,0.009577131,0.00412089,0.0008760261,0.001332268,0.00004990056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999081,0.0003309355,0.0002346297,0.00002620084,0.000004894054,0.00002715598,0.0001236661,0.000005772183,0.0001657461],"genre_scores_gemma":[0.9992917,0.0001219583,0.0001780485,0.00002813732,0.000006462438,0.00002129067,0.0002110527,0.000006460342,0.000134994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002761478,"threshold_uncertainty_score":0.008835971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427282375021551,"score_gpt":0.2844031943718076,"score_spread":0.2701303706215921,"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."}}