{"id":"W2749622058","doi":"10.1016/j.ijrobp.2006.07.180","title":"149","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gefitinib; Oncology; Internal medicine; Radiation therapy; PTEN; Epidermal growth factor receptor; Cancer; PI3K/AKT/mTOR pathway","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004006175,0.0004380968,0.0002646879,0.001378253,0.001099337,0.003080864,0.0008737373,0.001324504,0.4895774],"category_scores_gemma":[0.001766585,0.0001784632,0.0003438035,0.0007986371,0.0006465091,0.001070833,0.001273547,0.0007894164,0.3414972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109297,"about_ca_system_score_gemma":0.001213114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719953,"about_ca_topic_score_gemma":0.00381201,"domain_scores_codex":[0.9996058,0.00004984507,0.0000212247,0.00007592917,0.0002047684,0.00004246967],"domain_scores_gemma":[0.9993809,0.00008716148,0.00002777346,0.000118309,0.0002988036,0.00008703745],"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":[0.00006084317,0.00007251572,0.00077628,0.0001422502,0.00000888974,0.0002857984,0.0002373985,0.0001102292,0.003816817,0.06820384,0.7043751,0.22191],"study_design_scores_gemma":[0.000003718353,0.00001042243,0.0006424701,0.00004774503,0.00000332079,0.0002080864,0.0000702903,0.00004751061,0.0004689706,0.002566916,0.9959266,0.000004057197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001168809,0.001311336,0.001377807,0.002350393,0.002237463,0.00007021865,0.000501035,0.0002604395,0.9907227],"genre_scores_gemma":[0.007152502,0.001075151,0.0008706765,0.001648388,0.0004561318,0.00004123764,0.0006638736,0.000111144,0.987981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5104226,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724983954669029,"score_gpt":0.3257263496841849,"score_spread":0.3084765101374946,"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."}}