{"id":"W2941301877","doi":"10.1097/01.ju.0000556681.16460.b3","title":"MP54-14 TIME TRENDS IN USE OF RADICAL PROSTATECTOMY BY TUMOR RISK AND LIFE EXPECTANCY IN A NATIONAL VA COHORT FROM 2000 TO 2017","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Life expectancy; Cohort; Gerontology; Demography; General surgery; Gynecology; Prostate cancer; Internal medicine; Cancer; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003540937,0.0001955522,0.0002933552,0.001462064,0.0003533759,0.0006870371,0.0007020061,0.0004887818,0.01176281],"category_scores_gemma":[0.002561808,0.0002646501,0.0005882639,0.002462927,0.0001399229,0.0007163252,0.0008102043,0.0006588892,0.002907479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875477,"about_ca_system_score_gemma":0.001001248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05033811,"about_ca_topic_score_gemma":0.06575064,"domain_scores_codex":[0.9996347,0.0000374452,0.00004634435,0.00009195427,0.0001141572,0.00007530547],"domain_scores_gemma":[0.9976583,0.0002861187,0.0008488896,0.000119724,0.000738279,0.0003486588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003773215,0.00006097633,0.8713858,0.0001543264,0.0002353058,0.00006113669,0.0001334526,0.0004145034,0.0002418031,0.0003223494,0.1116855,0.01492748],"study_design_scores_gemma":[0.00003890465,0.0000555294,0.9859185,0.000119621,0.00006380689,0.0001592155,0.0002290021,0.0002725192,0.00008139037,0.00006864012,0.01297497,0.00001791191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6424397,0.003536164,0.0003728465,0.002095995,0.0003190131,0.00009233793,0.3296617,0.0002749875,0.02120723],"genre_scores_gemma":[0.7299002,0.003611844,0.0004351059,0.0007526072,0.0003532049,0.0003379346,0.2471263,0.0001462963,0.01733645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05033811,"threshold_uncertainty_score":0.1000903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235006850873206,"score_gpt":0.2647790845502589,"score_spread":0.2524290160415268,"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."}}