{"id":"W2071914490","doi":"10.1016/j.brachy.2010.10.005","title":"Should the organs at risk be contoured in vaginal cuff brachytherapy?","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Rectum; Medicine; Brachytherapy; Sigmoid function; Nuclear medicine; Radiology; Sigmoid colon; Radiation therapy; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004280781,0.000291601,0.0004764605,0.0001358499,0.0001595012,0.00003553978,0.0002172124,0.0002100104,0.006414246],"category_scores_gemma":[0.00008590472,0.0001758038,0.0001923998,0.000642441,0.0001328768,0.00009807822,0.00003571735,0.0008522246,0.0001618953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304133,"about_ca_system_score_gemma":0.00009214239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008891305,"about_ca_topic_score_gemma":0.00344895,"domain_scores_codex":[0.9981468,0.0001240306,0.000362369,0.0004359001,0.0004719857,0.0004588754],"domain_scores_gemma":[0.9986223,0.0003090347,0.0001432503,0.0006454704,0.00007612204,0.0002038166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004218913,0.0008048621,0.8513778,0.00002545011,0.0003360826,0.0001305379,0.001315905,0.000004341904,0.033338,0.0009178178,0.001874681,0.1056556],"study_design_scores_gemma":[0.02061408,0.001205309,0.7108715,0.00003373421,0.0001110174,0.0001669219,0.0001239701,0.00006446767,0.009856661,0.002029911,0.2545728,0.0003496138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840055,0.001540692,0.00001645189,0.008227165,0.0006797075,0.0008968771,0.00003558197,0.00009770013,0.004500368],"genre_scores_gemma":[0.9868967,0.001048965,0.000275491,0.007189645,0.0006777086,0.0001111862,0.00003605823,0.00005977183,0.003704489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2526982,"threshold_uncertainty_score":0.994494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945874109360151,"score_gpt":0.3165130489876017,"score_spread":0.2870543078940002,"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."}}