{"id":"W2147818127","doi":"10.1093/neuonc/nou154","title":"Brain Malignancy Steering Committee clinical trials planning workshop: Report from the Targeted Therapies Working Group","year":2014,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Cancer Institute; Accelerate Brain Cancer Cure","keywords":"Clinical trial; Medicine; Malignancy; Steering committee; Oncology; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007715886,0.0008352165,0.007513824,0.0001888662,0.0002445172,0.00009533794,0.0005418243,0.001278857,0.000196602],"category_scores_gemma":[0.009174867,0.0004828104,0.002051143,0.0003816902,0.0002166313,0.00003973433,0.0003022386,0.001934756,0.00008031886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593396,"about_ca_system_score_gemma":0.0004359094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003962584,"about_ca_topic_score_gemma":0.00003547236,"domain_scores_codex":[0.9866727,0.007164839,0.003847076,0.001208168,0.0004421645,0.0006650691],"domain_scores_gemma":[0.9365586,0.05865384,0.002929524,0.001507027,0.0000718476,0.0002791272],"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":[0.000107538,0.0004296695,0.003714177,0.0004683968,0.001727885,0.007048329,0.0001832282,0.000001444956,0.00003783875,0.00005440933,0.03632096,0.9499061],"study_design_scores_gemma":[0.002484474,0.0005663079,0.0006162949,0.01051752,0.003838537,0.0007300643,0.00008235689,0.000007216162,0.000003205068,0.00005337989,0.9807532,0.0003473813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008023697,0.9863504,0.0001041953,0.004756718,0.004217386,0.002749864,0.00003020081,0.000184741,0.0008040778],"genre_scores_gemma":[0.001394154,0.9873574,0.0006180184,0.004196571,0.00467986,0.0008484635,0.0006643574,0.0001955311,0.00004567377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9495587,"threshold_uncertainty_score":0.9997624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400213653668032,"score_gpt":0.4667297323668412,"score_spread":0.226708367000038,"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."}}