{"id":"W2916578543","doi":"10.5489/cuaj.5666","title":"Upfront cytoreductive nephrectomy vs. upfront systemic therapy in metastatic kidney cancer","year":2018,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Systemic therapy; Kidney cancer; Urology; Nephrectomy; Internal medicine; Oncology; Cancer; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004243165,0.000180101,0.0006676892,0.0003572154,0.001357074,0.0007605723,0.0005307581,0.005231511,0.005673232],"category_scores_gemma":[0.004303372,0.0001345268,0.0005179891,0.0004610302,0.0006424822,0.0006826151,0.0003455095,0.004448179,0.0009472381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678682,"about_ca_system_score_gemma":0.001903846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007426794,"about_ca_topic_score_gemma":0.02545178,"domain_scores_codex":[0.9996947,0.00007343668,0.00003162553,0.0000371328,0.00007514055,0.0000879477],"domain_scores_gemma":[0.998858,0.0005814657,0.00006538691,0.0000245794,0.0001061049,0.0003645141],"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":[0.002339975,0.0005199407,0.03213669,0.0004337726,0.000105079,0.06736639,0.0003786592,0.001631523,0.001567701,0.008098681,0.6833988,0.2020227],"study_design_scores_gemma":[0.002578599,0.00162873,0.05932707,0.00155554,0.0006034673,0.175224,0.001573025,0.007762717,0.002613794,0.04131372,0.7056625,0.0001568698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04898061,0.01961458,0.0004349941,0.8795009,0.01360763,0.00004910963,0.000334771,0.00005432898,0.03742312],"genre_scores_gemma":[0.4966731,0.01534684,0.001328048,0.3984824,0.06963529,0.00009618291,0.0004490814,0.00005749531,0.01793161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007426794,"threshold_uncertainty_score":0.02669084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243845582196661,"score_gpt":0.2540013708276006,"score_spread":0.2296168126079345,"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."}}