{"id":"W4386537972","doi":"10.1093/neuonc/noad137.061","title":"OS09.4.A RANO 2.0: 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","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":[0.0354673,0.001253287,0.002871395,0.00509128,0.0005862268,0.00325163,0.002768038,0.001804395,0.00313856],"category_scores_gemma":[0.04749904,0.0006949817,0.003152402,0.003634301,0.0007976385,0.002545519,0.003437261,0.003026438,0.003547228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461384,"about_ca_system_score_gemma":0.004670912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794312,"about_ca_topic_score_gemma":0.004796232,"domain_scores_codex":[0.9843286,0.006358497,0.005675371,0.0005555749,0.00232171,0.000760282],"domain_scores_gemma":[0.943566,0.01748619,0.01336317,0.002345938,0.02069879,0.002539912],"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":[0.005195898,0.000420585,0.06341349,0.008144153,0.000870934,0.0005132874,0.0008966168,0.004270969,0.00364581,0.0103727,0.2281677,0.6740878],"study_design_scores_gemma":[0.001457175,0.002132007,0.1365737,0.007817743,0.001572291,0.002705157,0.000505068,0.008612782,0.006279098,0.01150682,0.8204522,0.0003861118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2023253,0.1473362,0.2434574,0.0809498,0.008157482,0.02987166,0.08135316,0.01621049,0.1903385],"genre_scores_gemma":[0.2978884,0.04223572,0.4404725,0.0216663,0.002993158,0.03228228,0.1260123,0.006320762,0.03012863],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0354673,"threshold_uncertainty_score":0.1875713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505687856189765,"score_gpt":0.3532995330266157,"score_spread":0.3282426544647181,"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."}}