{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000341497,0.0001137795,0.0002186182,0.000432408,0.0002504863,0.0006003687,0.0002398608,0.0003608571,0.002907078],"category_scores_gemma":[0.002458421,0.0001156396,0.0002671349,0.0005417544,0.0002731726,0.0003362391,0.0003500833,0.0004878078,0.0001320192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423682,"about_ca_system_score_gemma":0.0004249676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336151,"about_ca_topic_score_gemma":0.004384728,"domain_scores_codex":[0.9998125,0.00008398462,0.00001529891,0.00001605953,0.00003564101,0.00003653861],"domain_scores_gemma":[0.9988301,0.000477332,0.0003747147,0.00003747352,0.00005178724,0.0002285041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404393,0.0001356693,0.985245,0.00007227837,0.00007601716,0.001597131,0.0001623346,0.0002410345,0.0004951163,0.0002686313,0.0002967398,0.01000559],"study_design_scores_gemma":[0.00001682104,0.000293066,0.9957158,0.00001264998,0.00004904017,0.002688983,0.0002394589,0.0001514798,0.00007929321,0.0002534036,0.0004951315,0.000004923228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898145,0.004623988,0.00009380941,0.0003009661,0.0000209492,0.000007448541,0.0001469008,0.000005526509,0.004985807],"genre_scores_gemma":[0.9990496,0.0004577302,0.00002551054,0.00003063642,0.00002778356,0.000001144017,0.00006924478,0.000001321501,0.000337048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002907078,"threshold_uncertainty_score":0.009725094,"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."}}