{"id":"W4385578293","doi":"10.1093/noajnl/vdad070.029","title":"CLRM-07 RANO 2.0: PROPOSAL FOR AN UPDATE TO THE RESPONSE ASSESSMENT IN NEURO-ONCOLOGY (RANO) CRITERIA FOR HIGH- AND LOW-GRADE GLIOMAS IN ADULTS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Glioma; Cohort; Glioblastoma; Radiation therapy; Tumor progression; Medical physics; Radiology; Oncology; Surgery; Internal medicine; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.1400736,0.002046239,0.005379468,0.008108976,0.001663359,0.009439798,0.009366246,0.01333817,0.003942721],"category_scores_gemma":[0.1513875,0.001616677,0.007011606,0.004998996,0.00311375,0.006824265,0.007549245,0.01234449,0.008272619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007363587,"about_ca_system_score_gemma":0.02288469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006925961,"about_ca_topic_score_gemma":0.007248521,"domain_scores_codex":[0.9336193,0.03019079,0.01883845,0.002515436,0.01138392,0.003452102],"domain_scores_gemma":[0.7923965,0.06085467,0.02446265,0.008133651,0.09766175,0.01649079],"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":[0.002545479,0.001182922,0.01628525,0.005147901,0.0005463509,0.001042671,0.0008815786,0.005693699,0.00358297,0.02804113,0.5068981,0.4281519],"study_design_scores_gemma":[0.001497282,0.001731822,0.02574283,0.01022221,0.0006976227,0.001770958,0.0003909105,0.008939833,0.002331756,0.01293634,0.9332505,0.0004879498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03405393,0.05631354,0.2826873,0.4288976,0.03408872,0.032019,0.01492596,0.01534553,0.1016685],"genre_scores_gemma":[0.06107742,0.01601608,0.6880494,0.1188088,0.01422636,0.03721067,0.0381205,0.003916635,0.02257411],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1400736,"threshold_uncertainty_score":0.7407886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237390581579998,"score_gpt":0.377394980088318,"score_spread":0.3536559219303182,"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."}}