{"id":"W3022776782","doi":"10.1016/j.eururo.2020.04.038","title":"Deferred Cytoreductive Nephrectomy in Patients with Newly Diagnosed Metastatic Renal Cell Carcinoma","year":2020,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; BC Cancer Agency; Calgary Laboratory Services; Princess Margaret Cancer Centre; CancerCare Manitoba; University of Alberta; University of Calgary","funders":"","keywords":"Sunitinib; Medicine; Renal cell carcinoma; Hazard ratio; Internal medicine; Proportional hazards model; Confidence interval; Urology; Oncology; Nephrectomy; Sunitinib malate; Surgery; Kidney","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098747,0.0001437343,0.0002892218,0.0002285612,0.0003438991,0.000316634,0.0001751963,0.0003152514,0.0007579316],"category_scores_gemma":[0.0008325307,0.00007326902,0.0002484271,0.0002579341,0.0002277817,0.000212485,0.0001973867,0.0003683043,0.00004883896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004450135,"about_ca_system_score_gemma":0.0006859112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003727484,"about_ca_topic_score_gemma":0.01232129,"domain_scores_codex":[0.999916,0.00001829675,0.000006704483,0.00001370447,0.00001881892,0.00002652364],"domain_scores_gemma":[0.99979,0.00004610404,0.0000472662,0.000005917141,0.00001137014,0.00009935327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002779008,0.0002387178,0.9077184,0.000246456,0.0001914294,0.01900014,0.0003749498,0.001465861,0.003866108,0.0006186191,0.002225011,0.06127543],"study_design_scores_gemma":[0.0002151955,0.00180052,0.9495937,0.0001207873,0.0002558819,0.03512893,0.0008208393,0.001867908,0.0008628836,0.0009181132,0.008393562,0.00002171773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832919,0.0115024,0.0002927608,0.0008542698,0.0001634706,0.00001280987,0.00008956371,0.000008422558,0.003784202],"genre_scores_gemma":[0.9978543,0.001422212,0.0001015447,0.0001539713,0.00009087575,0.000002290364,0.0001003743,0.000001246863,0.000273206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003727484,"threshold_uncertainty_score":0.007411599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921221972838096,"score_gpt":0.2148306997747429,"score_spread":0.1956184800463619,"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."}}