{"id":"W2510827001","doi":"10.1118/1.4961828","title":"Poster ‐ 54: Development and Evaluation of Normal Tissue Objective Parameters and Avoidance Regions for Prostate Bed VMAT Treatments","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prostate; Nuclear medicine; Medicine; Prostate cancer; Medical physics; Cancer; Internal medicine","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":[0.001218837,0.0004336784,0.000298479,0.0003991709,0.0002068861,0.0003634648,0.0005502606,0.0002443649,0.001298952],"category_scores_gemma":[0.002483591,0.0002415235,0.0003566271,0.0002543906,0.0002685461,0.0003022227,0.0003675105,0.0002449207,0.0003055604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829968,"about_ca_system_score_gemma":0.0005577644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008335809,"about_ca_topic_score_gemma":0.0009689018,"domain_scores_codex":[0.9993696,0.0001987624,0.00005072688,0.00008407368,0.0002684545,0.00002844004],"domain_scores_gemma":[0.9993885,0.0001959658,0.0001336047,0.0001173742,0.0001288796,0.00003572173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003559347,0.0006129095,0.1294514,0.000996481,0.0001862897,0.0002836297,0.0005117301,0.07858708,0.4082899,0.0007297528,0.0008538573,0.3759377],"study_design_scores_gemma":[0.0002862918,0.00673586,0.2738851,0.0000634662,0.0003368417,0.002762358,0.0001705776,0.04231268,0.6620073,0.000490676,0.01082722,0.0001215812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612943,0.001354911,0.03317073,0.00003646873,0.00001329122,0.0002479249,0.0003334667,0.0003208258,0.003228089],"genre_scores_gemma":[0.9715285,0.0001644102,0.02713007,0.00001073072,0.000005361869,0.0001119918,0.0003464155,0.0001684025,0.0005342618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298952,"threshold_uncertainty_score":0.006445944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795281353479099,"score_gpt":0.3223826018448935,"score_spread":0.2844297883101025,"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."}}