{"id":"W2900244736","doi":"10.1093/neuonc/noy148.343","title":"EPID-16. CONSIDERATIONS FOR A SURGICAL RCT IN LOW-GRADE GLIOMAS: A SURVEY","year":2018,"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":"University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; Observational study; Randomization; Clinical equipoise; Clinical endpoint; Specialty; Oncology; Internal medicine; Family medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1794217,0.0006324391,0.001248492,0.001921458,0.001559007,0.004761023,0.001143751,0.004192404,0.03582599],"category_scores_gemma":[0.2471333,0.0009802287,0.001729412,0.002162691,0.001547766,0.006122331,0.005615079,0.004246934,0.01043647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00478127,"about_ca_system_score_gemma":0.01259971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00061634,"about_ca_topic_score_gemma":0.001089378,"domain_scores_codex":[0.8939711,0.07346704,0.01941148,0.001724734,0.007181525,0.004244149],"domain_scores_gemma":[0.6769604,0.2394947,0.02892962,0.01109131,0.0279622,0.01556177],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.007668556,0.003014571,0.1114311,0.02190051,0.0003472517,0.0009008849,0.01375058,0.001154467,0.002343809,0.01126486,0.4388374,0.387386],"study_design_scores_gemma":[0.004178538,0.005912309,0.1169272,0.01085671,0.0002037074,0.0005488438,0.01094126,0.001862889,0.001526973,0.009460556,0.8373464,0.0002347187],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2871632,0.005543039,0.0335607,0.288527,0.004622912,0.1468776,0.08986992,0.004275996,0.1395597],"genre_scores_gemma":[0.3435951,0.00484028,0.1068725,0.1284032,0.001588345,0.3789855,0.01564879,0.0009652711,0.01910113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8205783,"threshold_uncertainty_score":0.9488838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0687747390986135,"score_gpt":0.3640701691860082,"score_spread":0.2952954300873947,"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."}}