{"id":"W1991048589","doi":"10.1016/j.ijrobp.2009.10.008","title":"Confirmation of a Low α/β Ratio for Prostate Cancer Treated by External Beam Radiation Therapy Alone Using a Post-Treatment Repeated-Measures Model for PSA Dynamics","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Urology; External beam radiotherapy; Radiation therapy; External beam radiation; Androgen deprivation therapy; Nuclear medicine; Prostate; Dose fractionation; Cohort; Prostate-specific antigen; Confidence interval; Cancer; Internal medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003497337,0.0002723538,0.0006155419,0.0001738513,0.00009791782,0.0000333596,0.0001590406,0.000238163,0.00001395371],"category_scores_gemma":[0.0001386116,0.0002215715,0.00033088,0.00009928552,0.0001216832,0.0002963514,0.0000120736,0.0001913704,6.940289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526082,"about_ca_system_score_gemma":0.001078121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002078801,"about_ca_topic_score_gemma":0.00006882214,"domain_scores_codex":[0.9982395,0.0000656103,0.0009297806,0.000272481,0.0002481217,0.0002445653],"domain_scores_gemma":[0.9955465,0.0002715363,0.001681186,0.000154807,0.002220183,0.0001258068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005709826,0.002191805,0.1756577,0.00004331513,0.002139793,0.000006440297,0.001453474,0.01319516,0.3521785,0.001291226,0.0003854437,0.4457473],"study_design_scores_gemma":[0.03230237,0.006537853,0.007362461,0.0001763343,0.0006410882,0.0000928255,0.0000717592,0.653126,0.2935099,0.002541786,0.003301522,0.0003360996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188784,0.001219735,0.07343862,0.001778796,0.001066012,0.001625382,0.001958064,0.00002524014,0.000009694375],"genre_scores_gemma":[0.9887043,0.003700456,0.004596893,0.0004419527,0.0008084234,0.0003284162,0.001320432,0.00004600443,0.00005314997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399308,"threshold_uncertainty_score":0.9035423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496313850533202,"score_gpt":0.3468664799960305,"score_spread":0.3219033414906985,"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."}}