{"id":"W3037398086","doi":"10.1097/01.cot.0000475228.53449.63","title":"Prostate Cancer Image-Guided IMRT Trial Shows Low Toxicity, Good Outcomes","year":2015,"lang":"en","type":"article","venue":"Oncology Times","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Toxicity; Medicine; Oncology; Cancer; Clinical trial; Medical physics; Prostate; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004895058,0.00023552,0.0006662508,0.0001379182,0.00008721987,0.00003045174,0.0001539872,0.0002102413,0.001318315],"category_scores_gemma":[0.000208196,0.0001582672,0.0001501276,0.0001879074,0.00028212,0.0001360425,0.0001331696,0.0003057055,0.0004093915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00076463,"about_ca_system_score_gemma":0.002021272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002726039,"about_ca_topic_score_gemma":0.0001235622,"domain_scores_codex":[0.998158,0.0001355573,0.000345125,0.0003840956,0.0004143609,0.0005628595],"domain_scores_gemma":[0.9987326,0.0001242439,0.0001080767,0.0003224865,0.0002996502,0.0004129001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.05826943,0.002943536,0.1362011,0.0001693524,0.001213476,0.00138473,0.002552789,0.000009341767,0.008407768,0.0002901841,0.7609994,0.02755895],"study_design_scores_gemma":[0.4742379,0.01728899,0.01544246,0.0002067461,0.0009524348,0.0002373411,0.001281798,0.0003219288,0.05263997,0.002408637,0.433998,0.0009836998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8052501,0.001563512,0.000007166209,0.03148939,0.001358548,0.002543488,0.00008311705,0.0001964979,0.1575082],"genre_scores_gemma":[0.4386508,0.0007019499,0.00172136,0.002529951,0.001185547,0.001163968,0.0001606559,0.00008971043,0.5537961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4159685,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07130815327870853,"score_gpt":0.419024686434705,"score_spread":0.3477165331559965,"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."}}