{"id":"W2018530123","doi":"10.1212/01.wnl.0000247252.82798.bf","title":"Glioblastoma","year":2006,"lang":"en","type":"letter","venue":"Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Debulking; Temozolomide; Glioblastoma; Neurology; Radiation therapy; Surgery; Tumor Debulking; Radiology; Chemotherapy; Cancer; Internal medicine","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":[0.00009235127,0.0003753153,0.0004080888,0.0003140721,0.0006548096,0.0005628566,0.0003166992,0.001581197,0.01210365],"category_scores_gemma":[0.0009474616,0.00008785642,0.000227712,0.0003155208,0.0002507025,0.0004115838,0.0002890787,0.0009996673,0.0102636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009544661,"about_ca_system_score_gemma":0.0005913467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602225,"about_ca_topic_score_gemma":0.005193515,"domain_scores_codex":[0.9998612,0.00001530069,0.0000132036,0.00002125995,0.00002968762,0.00005931346],"domain_scores_gemma":[0.999782,0.00002311933,0.00004307026,0.00002267324,0.0000642505,0.00006493834],"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":[0.0003393868,0.00009996189,0.01242252,0.0002413166,0.00003819287,0.2712873,0.0001365815,0.0001234163,0.004907777,0.01074603,0.487213,0.2124445],"study_design_scores_gemma":[0.00009703096,0.0001396365,0.011646,0.0002366759,0.00003487905,0.465974,0.0001854982,0.0002599052,0.001628956,0.005944905,0.5138319,0.00002064103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1482831,0.06288233,0.005658223,0.1952626,0.01989511,0.0004475077,0.002295803,0.001066769,0.5642086],"genre_scores_gemma":[0.595423,0.0392104,0.002706496,0.129453,0.02018116,0.0001872252,0.002684136,0.0001205523,0.210034],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01210365,"threshold_uncertainty_score":0.04049075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046026681648694,"score_gpt":0.2386333857923309,"score_spread":0.2281731189758439,"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."}}