{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008218484,0.003863986,0.003158692,0.000701868,0.0008831103,0.001777081,0.001747242,0.003319551,0.014894],"category_scores_gemma":[0.007386431,0.001112918,0.002177716,0.0006586626,0.002277855,0.001823624,0.00112326,0.003789938,0.002363441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379187,"about_ca_system_score_gemma":0.003827008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009080597,"about_ca_topic_score_gemma":0.001896177,"domain_scores_codex":[0.9961904,0.002701606,0.0001846002,0.0003325321,0.0001848426,0.0004059991],"domain_scores_gemma":[0.9960089,0.001255899,0.001198237,0.0003854538,0.0003372315,0.0008142341],"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":[0.982379,0.008781051,0.0003523161,0.001207555,0.0005856798,0.00004760896,0.00006140093,0.0003718767,0.0008076929,0.0002894587,0.001200663,0.003915764],"study_design_scores_gemma":[0.9703335,0.02792269,0.0003829274,0.00004430219,0.0001686853,0.00001412938,0.0000162878,0.000255494,0.0001126446,0.0002005797,0.0005406326,0.000008090812],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5319804,0.003417019,0.006628803,0.003337016,0.002150963,0.4377058,0.006298545,0.0006213691,0.007860045],"genre_scores_gemma":[0.3992785,0.001435476,0.01145781,0.003004535,0.0007464308,0.5760998,0.002425543,0.00004879367,0.005503255],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.014894,"threshold_uncertainty_score":0.04982543,"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."}}