{"id":"W2793748657","doi":"10.1016/j.euo.2019.03.007","title":"Cytoreductive Nephrectomy in Metastatic Papillary Renal Cell Carcinoma: Results from the International Metastatic Renal Cell Carcinoma Database Consortium","year":2019,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; London Health Sciences Centre; Sunnybrook Hospital; Queen Elizabeth II Health Sciences Centre; University of Alberta; University of Calgary","funders":"Janssen Biotech; National Cancer Institute; Foundation Medicine; Pfizer Canada; Novartis Pharmaceuticals Canada; Bristol-Myers Squibb Canada; Eisai; National Comprehensive Cancer Network; Ipsen; Astellas Pharma Canada; Genentech; AstraZeneca Canada; Novartis; GlaxoSmithKline; Merck; Exelixis; Bayer; Bristol-Myers Squibb; AstraZeneca; Astellas Pharma; Celldex Therapeutics; Pfizer","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Papillary renal cell carcinomas; Carcinoma; Oncology; Internal medicine; Kidney; Database; Pathology; Urology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003455855,0.0002582828,0.0007799081,0.001519912,0.0002726499,0.001073486,0.0008055415,0.0003977465,0.0009665958],"category_scores_gemma":[0.0100184,0.0001475318,0.0007714807,0.003795391,0.0002228715,0.0005041038,0.001138707,0.0003557123,0.0002107168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126762,"about_ca_system_score_gemma":0.001152953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203865,"about_ca_topic_score_gemma":0.02300861,"domain_scores_codex":[0.9968932,0.0008266303,0.0004108777,0.0005806059,0.001075178,0.0002136242],"domain_scores_gemma":[0.9916723,0.00196834,0.003845228,0.0006201537,0.001149373,0.0007445553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005031748,0.00003186249,0.9949661,0.00009742171,0.0003081372,0.00004420565,0.00006759464,0.0001438995,0.000069933,0.00003931841,0.001209959,0.002518398],"study_design_scores_gemma":[0.00008655771,0.00006798692,0.9975454,0.00004605901,0.0002156449,0.0001727746,0.0001574445,0.000526727,0.00008897347,0.00002720783,0.0010558,0.000009545218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729398,0.001702254,0.0001592734,0.0002554852,0.00001231469,0.00008343656,0.02371579,0.00001209449,0.001119551],"genre_scores_gemma":[0.966013,0.0006100799,0.0001962732,0.0001021051,0.00002297319,0.00008575442,0.03282179,0.000008295928,0.0001398569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203865,"threshold_uncertainty_score":0.04053563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301147906641542,"score_gpt":0.2676237711707232,"score_spread":0.237508980506569,"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."}}