{"id":"W2096474371","doi":"10.1007/s12156-011-0081-4","title":"Oncology is changing: the challenge of effectively assessing response within clinical trials in low-grade gliomas","year":2011,"lang":"en","type":"article","venue":"Oncology Reviews","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Clinical trial; Oncology; Glioma; Internal medicine; Cancer research","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3740087,0.001499388,0.01142186,0.003077607,0.002715195,0.01472047,0.003880882,0.005388814,0.001792542],"category_scores_gemma":[0.5108172,0.001365721,0.002981824,0.004358937,0.006828371,0.01796835,0.003879218,0.0123421,0.0008885552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007232274,"about_ca_system_score_gemma":0.01269917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207585,"about_ca_topic_score_gemma":0.01118454,"domain_scores_codex":[0.6575158,0.2810921,0.03192982,0.006481431,0.02078925,0.002191543],"domain_scores_gemma":[0.2926679,0.5936662,0.05067939,0.01599292,0.04095381,0.006039759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003842323,0.000632518,0.02780273,0.009661369,0.00419787,0.0001573071,0.002066692,0.002856488,0.001726799,0.009335186,0.04291895,0.8948017],"study_design_scores_gemma":[0.00683792,0.0301892,0.2021072,0.02708629,0.01460826,0.00277031,0.009563027,0.01955561,0.005466636,0.2174639,0.4631391,0.001212559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.06294693,0.4333208,0.03488298,0.439723,0.01216525,0.002362293,0.001264055,0.000427825,0.01290691],"genre_scores_gemma":[0.5526628,0.1565624,0.1235856,0.1266489,0.03127543,0.005372681,0.0009186113,0.0007389645,0.002234452],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3740087,"threshold_uncertainty_score":0.7719588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4106435906720548,"score_gpt":0.524117899096181,"score_spread":0.1134743084241262,"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."}}