{"id":"W3215083260","doi":"10.1093/neuonc/noab196.911","title":"IOTG-02. Glioma Supra Marginal Incision Trial (G-SUMIT): a phase II pilot randomized control trial to assess the feasibility of “supra-marginal” surgical resection of malignant glioma","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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Randomized controlled trial; Glioma; Surgery; Resection; Radiation therapy","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":[0.002285869,0.001389424,0.001395493,0.0003132647,0.0002797414,0.0009619412,0.0007551332,0.001452325,0.005221131],"category_scores_gemma":[0.00206621,0.0003492568,0.001548357,0.0003130349,0.001127351,0.0009156693,0.0004883612,0.002636556,0.0008447124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006287079,"about_ca_system_score_gemma":0.001085332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007815403,"about_ca_topic_score_gemma":0.001425827,"domain_scores_codex":[0.9992084,0.000535071,0.00003439295,0.00007000122,0.00004957556,0.0001025817],"domain_scores_gemma":[0.9988423,0.0003292228,0.0003102135,0.0001128545,0.0000574706,0.0003479639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9651091,0.01317957,0.0009922123,0.0008373836,0.0005704571,0.00005971122,0.00006557826,0.0004129259,0.002290537,0.0002412304,0.001100152,0.01514115],"study_design_scores_gemma":[0.851666,0.144034,0.002006676,0.00005116098,0.0003559878,0.00003630511,0.00003622864,0.0004636067,0.0004761059,0.0001925734,0.000668705,0.00001278255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860246,0.001888653,0.0008713996,0.001092195,0.0004183294,0.006094446,0.0009046413,0.0001171674,0.002588586],"genre_scores_gemma":[0.9784867,0.001273599,0.002485338,0.001764647,0.00044726,0.01149672,0.001136983,0.00002829427,0.002880646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005221131,"threshold_uncertainty_score":0.01746643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07907108385133853,"score_gpt":0.3899914341515544,"score_spread":0.3109203503002158,"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."}}