{"id":"W1970721581","doi":"10.3747/co.2007.119","title":"Canadian Recommendations for the Treatment of Glioblastoma Multiforme","year":2007,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Temozolomide; Magnetic resonance imaging; Neurosurgery; Radiation therapy; Positron emission tomography; Radiology; Glioblastoma; Surgical oncology; Modalities; Nuclear medicine; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006480721,0.001210164,0.001445714,0.003691446,0.003251834,0.002572102,0.007087007,0.0103084,0.04286684],"category_scores_gemma":[0.02742699,0.0009144085,0.003144274,0.004480687,0.001611323,0.001743065,0.002042989,0.008289102,0.01866714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02342177,"about_ca_system_score_gemma":0.1201265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7136761,"about_ca_topic_score_gemma":0.7544342,"domain_scores_codex":[0.9907036,0.00122751,0.0009054246,0.0003921433,0.005596146,0.001175226],"domain_scores_gemma":[0.9660551,0.001581586,0.001409116,0.0007140215,0.02716495,0.003075266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002786264,0.00004660284,0.0003278741,0.0004524863,0.00002215873,0.00008472722,0.00003743254,0.000140734,0.0001364142,0.002198274,0.9599096,0.03661584],"study_design_scores_gemma":[0.00008794554,0.00002187973,0.001913179,0.001321784,0.00003561864,0.0001246734,0.00004273164,0.00005864199,0.00005849699,0.0009824475,0.9953237,0.00002897355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001212934,0.08346613,0.005261702,0.3685236,0.02131853,0.00381248,0.03023352,0.00135702,0.4848141],"genre_scores_gemma":[0.01648466,0.1550319,0.05254913,0.382667,0.006409119,0.007197408,0.0595425,0.001053865,0.3190644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2863239,"threshold_uncertainty_score":0.5760202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110206013219274,"score_gpt":0.427645300302831,"score_spread":0.3166246989809036,"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."}}