{"id":"W4255777318","doi":"10.1111/iju.12588","title":"<scp>IJU</scp> this issue","year":2014,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Renal cell carcinoma; Erectile dysfunction; Hyperplasia; Urology; Urinary system; Nephrectomy; Cancer; Intensive care medicine; Gynecology; Oncology; Internal medicine; Kidney; Prostate","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098405,0.0001073072,0.0002641893,0.0002601655,0.00001702583,0.00001458057,0.0002436185,0.00009033148,0.0004741116],"category_scores_gemma":[0.0005922826,0.00008120525,0.0001707899,0.00004609362,0.00006379323,0.00007076457,0.00004495505,0.0002689421,0.0003571462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009639678,"about_ca_system_score_gemma":0.00007737731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001228245,"about_ca_topic_score_gemma":0.000001927273,"domain_scores_codex":[0.9988001,0.00007843768,0.0003901821,0.0001154095,0.0004623465,0.0001535016],"domain_scores_gemma":[0.9985523,0.0003243473,0.0002974925,0.0001271455,0.0005581148,0.0001405658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002115706,0.002562456,0.2744916,0.00007197589,0.005798724,0.0113453,0.002877799,0.0006370158,0.0833115,0.01444954,0.482746,0.1195924],"study_design_scores_gemma":[0.002948459,0.002348723,0.06447379,0.00002387455,0.000192689,0.009551659,0.00003622435,0.0002924887,0.008604656,0.001563568,0.9099255,0.00003841697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130644,0.0009203749,0.001390223,0.01170772,0.002328385,0.00007748194,0.000002703415,0.00001608456,0.07049265],"genre_scores_gemma":[0.9895065,0.0001032229,0.001103988,0.003428044,0.001799023,0.000001662035,0.000005410368,0.00001495906,0.004037132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271795,"threshold_uncertainty_score":0.5191189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392829097361562,"score_gpt":0.2793971888789373,"score_spread":0.2654688979053217,"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."}}