{"id":"W2985886717","doi":"10.1093/nop/npz058","title":"Considerations for a surgical RCT for diffuse low-grade glioma: a survey","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; Quality of life (healthcare); Surgery; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007002128,0.0002089609,0.0005357373,0.0001297369,0.0001642014,0.00004345974,0.00006288878,0.0002131108,0.0001358279],"category_scores_gemma":[0.01038553,0.0001767861,0.000198493,0.0001698198,0.0000684565,0.0001990322,0.00004026493,0.0002159367,0.0001467871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219115,"about_ca_system_score_gemma":0.0003741656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008106853,"about_ca_topic_score_gemma":0.0001122993,"domain_scores_codex":[0.9981501,0.0004044341,0.0003665602,0.0005091142,0.0001770219,0.0003927333],"domain_scores_gemma":[0.9629279,0.03585042,0.0002295904,0.0003901222,0.0004116534,0.0001903168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03908649,0.07638486,0.1852995,0.0008983592,0.003719508,0.01536604,0.00171245,0.0001245791,0.2213948,0.04025209,0.4095837,0.006177613],"study_design_scores_gemma":[0.06820628,0.008707276,0.02544777,0.00003611189,0.001464484,0.007916995,0.0002046366,0.0009548774,0.01381112,0.0005018895,0.8723599,0.0003886058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590234,0.0001867413,0.00006242491,0.03428875,0.0009029957,0.003763252,0.0001597739,0.00008303793,0.001529579],"genre_scores_gemma":[0.9897265,0.00006200496,0.003942356,0.004728667,0.0002173837,0.00101932,0.0001229929,0.00004741214,0.0001333372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4627763,"threshold_uncertainty_score":0.9979504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909410448791376,"score_gpt":0.3688376741521782,"score_spread":0.3097435696642644,"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."}}