{"id":"W4294647380","doi":"10.1016/j.prro.2022.08.005","title":"Local Prostate Radiation Therapy and Symptomatic Local Events in De Novo Metastatic Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Prostate cancer; Internal medicine; Proportional hazards model; Genitourinary system; Confidence interval; Cancer; Oncology; Cancer registry; Cohort; Retrospective cohort study; Population; Radiation therapy","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":[0.0007256194,0.0001835025,0.0004122886,0.0001891583,0.0001395234,0.00001291898,0.00004438417,0.00006325584,0.0004023206],"category_scores_gemma":[0.0001935672,0.0001669854,0.00005046482,0.0003413695,0.0001074263,0.0002175239,0.00005119406,0.0003955374,0.00001425489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002917717,"about_ca_system_score_gemma":0.001312257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133074,"about_ca_topic_score_gemma":0.00008200664,"domain_scores_codex":[0.9978852,0.0005535266,0.0004461132,0.0003765126,0.0003244753,0.00041421],"domain_scores_gemma":[0.9986973,0.0006449946,0.0002342017,0.0001485248,0.00005396549,0.0002210478],"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":[0.002456239,0.002278578,0.2596882,0.0001035649,0.0002758153,0.0004576294,0.003311919,0.002705636,0.0001551797,0.001143047,0.0006294838,0.7267947],"study_design_scores_gemma":[0.03262775,0.008732753,0.7801871,0.00008646284,0.0004849246,0.001268103,0.002172199,0.06179149,0.001539029,0.00416956,0.1063991,0.0005414729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598131,0.004161118,0.0009292125,0.03251768,0.0002530592,0.002047028,0.00005311925,0.00004929765,0.0001764028],"genre_scores_gemma":[0.9851046,0.007839053,0.0006370092,0.003319483,0.00003696471,0.002840471,0.0001040768,0.00003031366,0.0000880618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7262533,"threshold_uncertainty_score":0.7629727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140396486759543,"score_gpt":0.3795236019584208,"score_spread":0.3481196370908253,"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."}}