{"id":"W2074463829","doi":"10.1016/s0360-3016(03)00638-2","title":"The impact of geometric uncertainty on hypofractionated external beam radiation therapy of prostate cancer","year":2003,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Rectum; Prostate cancer; Prostate; Nuclear medicine; Radiation therapy; Monte Carlo method; Urology; Radiology; Cancer; Internal medicine; Statistics; Mathematics","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":[0.004983866,0.0006859223,0.0007071054,0.0008213897,0.0005106014,0.00129049,0.0007320152,0.0007630781,0.0009451399],"category_scores_gemma":[0.03326873,0.000487409,0.001117418,0.001266945,0.0007176128,0.0007002678,0.001352412,0.0007108875,0.0002252588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483831,"about_ca_system_score_gemma":0.0007736856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002588414,"about_ca_topic_score_gemma":0.002825239,"domain_scores_codex":[0.9951724,0.002451249,0.0002921478,0.0003607294,0.001524715,0.0001986511],"domain_scores_gemma":[0.97807,0.01690692,0.002198939,0.001297736,0.00132762,0.0001986699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004112497,0.00009727838,0.07219973,0.000479863,0.0008154657,0.000382976,0.000416241,0.8033459,0.02677777,0.003158367,0.000823945,0.08738995],"study_design_scores_gemma":[0.0002399293,0.003468916,0.4933631,0.0002025235,0.003070135,0.003723315,0.0006463096,0.3804662,0.09342817,0.01199361,0.009001589,0.0003962519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8560055,0.02845238,0.09729067,0.002443396,0.0003910372,0.00006493763,0.0009345986,0.001001984,0.01341559],"genre_scores_gemma":[0.993452,0.0008516923,0.004479397,0.0001664333,0.00006763468,0.00001096813,0.0002211535,0.0003805895,0.0003702182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004983866,"threshold_uncertainty_score":0.02635753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486161234103922,"score_gpt":0.3543903128682837,"score_spread":0.3395287005272445,"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."}}