{"id":"W4284680985","doi":"10.1186/s40814-022-01104-1","title":"A phase II pilot randomized controlled trial to assess the feasibility of the “supra-marginal” surgical resection of malignant glioma (G-SUMIT: Glioma supra marginal incision trial) study protocol","year":2022,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Glioma; Perioperative; Modified Rankin Scale; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01349488,0.0005594443,0.003740675,0.0003038476,0.001343432,0.00004373818,0.0003692506,0.00005974301,0.0001094327],"category_scores_gemma":[0.00546687,0.0002650976,0.0009083519,0.001171914,0.0007216619,0.000100882,0.001127533,0.0004124756,0.000001019497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021836,"about_ca_system_score_gemma":0.0002860544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003725741,"about_ca_topic_score_gemma":0.0002507523,"domain_scores_codex":[0.9890524,0.00536104,0.002293082,0.001013389,0.001800691,0.0004794539],"domain_scores_gemma":[0.9924748,0.004200724,0.001012797,0.001323516,0.0007992754,0.0001888961],"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":[0.9173533,0.06420736,0.01147352,0.0002072684,0.001746568,0.0000882678,0.001688207,0.000005232062,0.002562756,0.0001516972,0.0002305651,0.0002853016],"study_design_scores_gemma":[0.8560194,0.1309284,0.005633365,0.00009773795,0.001473298,0.00006123058,0.003286441,0.00004007466,0.001760765,0.0003727629,0.0001238934,0.0002025281],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.694541,0.000362587,0.000002015451,0.001702374,0.0004303231,0.3027913,0.00005347469,0.00003019972,0.00008673504],"genre_scores_gemma":[0.7788872,0.00001789,0.00002210563,0.00002790963,0.0001576457,0.2207921,0.000004618565,0.00002222808,0.00006834041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08434623,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279080653409112,"score_gpt":0.4511376144342616,"score_spread":0.2232295490933505,"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."}}