{"id":"W3165116475","doi":"10.1111/iju.14586","title":"Radical prostatectomy improves survival in selected metastatic prostate cancer patients: A North American population‐based study","year":2021,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; Propensity score matching; Hazard ratio; Urology; Radiation therapy; Proportional hazards model; Prostate-specific antigen; Cancer; Confidence interval; Oncology; Internal medicine","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":[0.0001525391,0.0001523414,0.0004720464,0.000311644,0.00002226779,0.00002609031,0.0001194617,0.00002013076,0.00006637611],"category_scores_gemma":[0.0003220738,0.0001217524,0.00009094968,0.0004749907,0.00005069344,0.0001070667,0.00003556746,0.0002758928,0.000002107125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423481,"about_ca_system_score_gemma":0.0006808232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000423907,"about_ca_topic_score_gemma":0.002050331,"domain_scores_codex":[0.9981284,0.0002076934,0.0006677086,0.0002261989,0.0005519327,0.0002180763],"domain_scores_gemma":[0.9977574,0.0001456948,0.0004710121,0.00009904939,0.001405423,0.0001214361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001734971,0.003598905,0.9793314,0.00001121559,0.0006786562,0.001386013,0.0002730401,0.0003424855,0.0001136101,0.000007379403,0.00004300978,0.01247931],"study_design_scores_gemma":[0.009737931,0.002934106,0.9860509,0.00003031718,0.0001881234,0.0000544445,0.00009096225,0.0001613042,0.0002357742,0.00003146167,0.0003931573,0.00009152782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950574,0.0002793239,0.00002412177,0.003551746,0.0005623706,0.0004436874,0.00005959248,0.000009751448,0.00001199088],"genre_scores_gemma":[0.9983404,0.0001420965,0.0003741331,0.0007898784,0.0001084987,0.00007767563,0.0001304412,0.00001952152,0.00001731319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238778,"threshold_uncertainty_score":0.496492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193669796509237,"score_gpt":0.3099958951771619,"score_spread":0.2980591972120695,"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."}}