{"id":"W2168878075","doi":"10.1111/iju.12502","title":"Current management and future perspectives of metastatic renal cell carcinoma","year":2014,"lang":"en","type":"review","venue":"International Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Medicine; Renal cell carcinoma; Carcinoma; Current (fluid); Oncology; Intensive care medicine; Pathology","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":[0.0003037394,0.0003010642,0.001556423,0.0007639496,0.00001430014,0.00001197358,0.0003036667,0.0001016976,0.0001109395],"category_scores_gemma":[0.00002315897,0.0002046868,0.0006279509,0.00008455294,0.0001156361,0.00004186334,0.0001126283,0.0004930489,0.000009085886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050458,"about_ca_system_score_gemma":0.0001883801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002399855,"about_ca_topic_score_gemma":5.01066e-7,"domain_scores_codex":[0.9978333,0.0002145198,0.0009838522,0.0002476254,0.0005627394,0.0001580405],"domain_scores_gemma":[0.9976939,0.0001507309,0.001348613,0.0001886874,0.0004835783,0.0001344847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003277086,0.0005168393,0.0001715978,0.006283887,0.002527352,0.001754348,0.0003079063,0.000001792078,0.000004489986,0.001216904,0.0008862017,0.986001],"study_design_scores_gemma":[0.001574641,0.001277155,0.0009850087,0.001117928,0.004954692,0.005729473,0.00012378,0.000003703422,0.000008126774,0.0001303041,0.983967,0.0001281639],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001744061,0.9953516,0.0001564594,0.0003476255,0.001019649,0.000292941,0.00001979401,0.000003311726,0.001064517],"genre_scores_gemma":[0.01534027,0.9822662,0.0009821311,0.00003380709,0.001207678,0.0000091952,0.00002467359,0.00002906461,0.0001069743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858728,"threshold_uncertainty_score":0.8346886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925511146743609,"score_gpt":0.3350203099760148,"score_spread":0.3057651985085788,"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."}}