{"id":"W4296614410","doi":"10.1016/j.ctro.2022.09.002","title":"Impact of endorectal filling on interobserver variability of MRI based rectal primary tumor delineation","year":2022,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute; Eberhard Karls Universität Tübingen; Deutsche Forschungsgemeinschaft; Cancer Research UK","keywords":"Medicine; Radiology; Radiation therapy; Rectum; Ultrasound; Nuclear medicine; Magnetic resonance imaging; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02106077,0.0003628434,0.0004354664,0.0009089022,0.0005100729,0.000951299,0.0005006001,0.0004629318,0.0006698131],"category_scores_gemma":[0.06144942,0.0002907268,0.0004503437,0.0005682359,0.0008941832,0.0004860677,0.001139097,0.0004615207,0.000245326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325109,"about_ca_system_score_gemma":0.0002515448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103276,"about_ca_topic_score_gemma":0.001614013,"domain_scores_codex":[0.9704227,0.01729994,0.002597897,0.003507917,0.005630984,0.000540501],"domain_scores_gemma":[0.8462594,0.1216481,0.01111738,0.01024221,0.009731235,0.001001653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003145543,0.0001150357,0.8655601,0.0002624663,0.001048743,0.0003015594,0.004519091,0.004425826,0.03459124,0.0002803564,0.0007371745,0.08501294],"study_design_scores_gemma":[0.00004973566,0.001063956,0.9602209,0.00005833583,0.0003919021,0.001243783,0.0007076274,0.01431187,0.01987376,0.0004978878,0.001500205,0.00008000489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769781,0.00112118,0.01961622,0.00008084899,0.0000762376,0.00005270732,0.0001235448,0.0001470107,0.001804162],"genre_scores_gemma":[0.9968971,0.00002940937,0.002813258,0.00002105988,0.00001371069,0.00002089745,0.00006398596,0.00003400198,0.0001065962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106077,"threshold_uncertainty_score":0.1113813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252949380449574,"score_gpt":0.375476271346479,"score_spread":0.3501813333015216,"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."}}