{"id":"W2136160335","doi":"10.1016/j.jmir.2013.06.008","title":"PTV Margin Determination for Single-Fraction Stereotactic Body Radiation Therapy (SBRT) Boost for Intermediate-Risk Adenocarcinoma of the Prostate","year":2013,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Michener Institute; University of Toronto","funders":"","keywords":"Medicine; Margin (machine learning); Prostate; Nuclear medicine; Prostate adenocarcinoma; Radiation therapy; Prostate cancer; Radiology; Internal medicine; Cancer","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":[0.0004666063,0.0003973449,0.0005025367,0.0004855583,0.0003871171,0.0006172457,0.0004231238,0.000445577,0.001358523],"category_scores_gemma":[0.002126337,0.0002377273,0.0004578396,0.0002425185,0.0002641003,0.0004245287,0.0003261054,0.0004422929,0.000310082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505465,"about_ca_system_score_gemma":0.0007896918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328799,"about_ca_topic_score_gemma":0.009008902,"domain_scores_codex":[0.9998083,0.0000434295,0.00002551774,0.00002756214,0.00006828113,0.00002700701],"domain_scores_gemma":[0.9996791,0.0001154053,0.00007199785,0.0000232987,0.00004323323,0.00006693201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01614839,0.0004285767,0.2584541,0.001193281,0.0002945284,0.005356345,0.0006470532,0.0234605,0.1216113,0.001071782,0.004984288,0.56635],"study_design_scores_gemma":[0.0007615221,0.008227368,0.7217718,0.0004952309,0.001167733,0.02735332,0.0006765306,0.1323324,0.08852911,0.003535875,0.01498496,0.0001641253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642291,0.01074476,0.01795534,0.0006383155,0.000221784,0.00009501729,0.0002577587,0.0003097748,0.00554812],"genre_scores_gemma":[0.9943901,0.0006882028,0.004317874,0.00005768038,0.00002484185,0.00001309001,0.00008825817,0.00004270533,0.0003771799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004328799,"threshold_uncertainty_score":0.008607209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178165044730409,"score_gpt":0.3211630912555801,"score_spread":0.2993814408082761,"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."}}