{"id":"W3217659434","doi":"10.1093/neuonc/noab196.571","title":"NIMG-74. RESPONSE ASSESSMENT AFTER DOSE-ESCALATED RADIOTHERAPY: IMAGING PROTOCOL OF A MULTICENTER PHASE III TRIAL ON INTRAOPERATIVE RADIOTHERAPY IN NEWLY DIAGNOSED GLIOBLASTOMA (INTRAGO-II;ARO2016-1;AG-NRO-03)","year":2021,"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":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Neuroradiology; Radiation therapy; Radiology; Radiological weapon; Nuclear medicine; Glioblastoma; Neurology","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":[0.01851275,0.002330921,0.002235433,0.0008693003,0.001461859,0.001422614,0.002787995,0.002268489,0.008377613],"category_scores_gemma":[0.009020706,0.001044234,0.001662135,0.001233295,0.001665302,0.0009111419,0.001372599,0.004092256,0.003933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888739,"about_ca_system_score_gemma":0.009353292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350626,"about_ca_topic_score_gemma":0.005577277,"domain_scores_codex":[0.9897231,0.007828894,0.0006105606,0.0006962889,0.000574482,0.0005666791],"domain_scores_gemma":[0.9946662,0.0005647303,0.001572055,0.0007616034,0.0009430448,0.001492358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8546658,0.02617904,0.004494313,0.002558595,0.0008826451,0.00022193,0.0004796433,0.00491594,0.01556297,0.001762799,0.02434404,0.06393237],"study_design_scores_gemma":[0.7658805,0.1379213,0.02254776,0.0005612703,0.001190674,0.0002304073,0.000172145,0.003492141,0.006520692,0.001437624,0.05990868,0.0001368806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1371864,0.001472935,0.01048229,0.001753847,0.000599493,0.8238343,0.01291115,0.0007230997,0.01103648],"genre_scores_gemma":[0.0736324,0.0004141054,0.0184825,0.001278911,0.0001244239,0.896724,0.007115291,0.00009803155,0.002130218],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01851275,"threshold_uncertainty_score":0.09790599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542353956848725,"score_gpt":0.3625809745348222,"score_spread":0.3471574349663349,"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."}}