{"id":"W2076031717","doi":"10.5489/cuaj.1894","title":"Surgical management of renal cell carcinoma: Canadian Kidney Cancer Forum Consensus","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; McMaster University; Credit Valley Hospital; University of Ottawa; Dalhousie University","funders":"","keywords":"Kidney cancer; Renal cell carcinoma; Medicine; Cancer; Consensus conference; Kidney; General surgery; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007408791,0.0009167656,0.001234122,0.003738788,0.003460237,0.002394416,0.005028829,0.004092172,0.005007442],"category_scores_gemma":[0.01115603,0.0004978041,0.001157854,0.002906572,0.00211437,0.002168657,0.002562099,0.007274142,0.001817429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01705331,"about_ca_system_score_gemma":0.08969411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3715955,"about_ca_topic_score_gemma":0.6046861,"domain_scores_codex":[0.9964632,0.0003304586,0.000426173,0.0002292675,0.002126788,0.0004240745],"domain_scores_gemma":[0.9850856,0.0007438279,0.0006558977,0.0001759343,0.01022419,0.0031146],"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":[0.00003243231,0.00006282186,0.002534293,0.001237513,0.00004195364,0.0003994947,0.0002142808,0.0006082018,0.0002874011,0.003668458,0.6989211,0.291992],"study_design_scores_gemma":[0.00003308416,0.00003055876,0.009232936,0.007607821,0.00006483768,0.001683117,0.0006505977,0.0003583368,0.0001730084,0.005455231,0.9746407,0.00006962215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002801637,0.454918,0.006950193,0.4617684,0.02095715,0.0003206203,0.001382949,0.0003025733,0.05059844],"genre_scores_gemma":[0.04257521,0.781513,0.03440518,0.08216049,0.02602337,0.0004181093,0.007387898,0.0002891434,0.0252276],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6284045,"threshold_uncertainty_score":0.7388651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250662568567463,"score_gpt":0.2234625984026204,"score_spread":0.2109559727169458,"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."}}