{"id":"W2155579141","doi":"10.1016/j.prro.2015.06.011","title":"Variability in clinical target volume delineation for intensity modulated radiation therapy in 3 challenging cervix cancer scenarios","year":2015,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Ontario Institute for Cancer Research; McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Cervix; Radiation therapy; Cancer; Medical physics; Volume (thermodynamics); Intensity (physics); Image-guided radiation therapy; Oncology; Radiology; Nuclear medicine; Internal medicine; Optics","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":[0.003532716,0.0001533996,0.0006084149,0.0002486409,0.00003462514,0.00001192905,0.00005197411,0.0004022152,0.0001705021],"category_scores_gemma":[0.01220834,0.0001366918,0.0001012087,0.0005687184,0.00004824135,0.0002569471,0.00002187901,0.0004332531,0.00002204563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892698,"about_ca_system_score_gemma":0.0008746045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009344982,"about_ca_topic_score_gemma":0.0002220191,"domain_scores_codex":[0.9974941,0.0006572909,0.0008676951,0.0004343821,0.0002333392,0.0003131909],"domain_scores_gemma":[0.9973007,0.001593881,0.0002567249,0.0001826803,0.0004044902,0.0002614977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008636428,0.002177542,0.5787343,0.00002531513,0.00008944511,0.00002188353,0.0003990203,0.002043001,0.00004636429,0.0002439663,0.0004132692,0.4071695],"study_design_scores_gemma":[0.02131203,0.002060402,0.6202086,0.00001837914,0.00006444058,0.00001049073,0.00008214575,0.3173504,0.00009844702,0.001506389,0.03713073,0.0001576113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267266,0.0006680423,0.02155313,0.04622901,0.00161282,0.002449756,0.0000222006,0.00007785857,0.0006605946],"genre_scores_gemma":[0.9922346,0.001415398,0.003281222,0.001888775,0.0006193052,0.0003193024,0.0001782944,0.00001837197,0.00004466422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4070119,"threshold_uncertainty_score":0.9961122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363244621722095,"score_gpt":0.4642720770700928,"score_spread":0.3279476148978833,"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."}}