{"id":"W2758376594","doi":"10.1016/j.ijrobp.2017.06.1239","title":"Deformable Dose Accumulation to Assess Rectal Sparing Associated With Adaptive Radiation Therapy for Bladder Cancer","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Rectum; Radiation therapy; Cone beam ct; Nuclear medicine; Radiation treatment planning; Radiology; Surgery; Computed tomography","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":[0.0005728012,0.0003977,0.0002535286,0.0009322832,0.0001571488,0.0005903856,0.000406182,0.0004416255,0.0009157281],"category_scores_gemma":[0.002556721,0.000345554,0.0003324017,0.0005201388,0.0002699876,0.0005539187,0.0004800489,0.0004431724,0.0001534886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305168,"about_ca_system_score_gemma":0.0004039742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726502,"about_ca_topic_score_gemma":0.002444722,"domain_scores_codex":[0.9998022,0.00005502056,0.00001654591,0.00003611696,0.00007233861,0.00001774122],"domain_scores_gemma":[0.9995289,0.0001937286,0.0001343824,0.00004927043,0.00006043346,0.00003325998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00552218,0.0004934306,0.1059501,0.0005732183,0.0004397729,0.0003890087,0.0006359941,0.1445196,0.5478225,0.0008679871,0.0006064203,0.1921798],"study_design_scores_gemma":[0.0001283103,0.003058536,0.2981342,0.0000944798,0.0005426221,0.001500057,0.0003169635,0.5345936,0.1581308,0.00121085,0.002132579,0.0001571485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632399,0.001560557,0.03240733,0.0001145887,0.00003519997,0.0001123155,0.0001966882,0.0003136849,0.002019655],"genre_scores_gemma":[0.9925815,0.0002456625,0.006523378,0.00002910474,0.000007652746,0.00001890916,0.00007896435,0.00006699611,0.0004478149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002726502,"threshold_uncertainty_score":0.005421221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084505509842624,"score_gpt":0.4001183651613532,"score_spread":0.3392733100629269,"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."}}