{"id":"W2092616796","doi":"10.3747/co.v16i0.410","title":"The Contemporary Role of Surgery in Kidney Cancer","year":2009,"lang":"en","type":"article","venue":"Current Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Renal cell carcinoma; Kidney cancer; General surgery; Intensive care medicine; Nephrectomy; Surgery; Kidney; Pathology; Internal medicine","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":[0.003376882,0.0004647497,0.0007144245,0.001738683,0.0008571486,0.002582945,0.0008019269,0.002622058,0.005438777],"category_scores_gemma":[0.004880938,0.0002103766,0.000386471,0.001873887,0.003222357,0.003644735,0.001409745,0.004065256,0.001411176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044237,"about_ca_system_score_gemma":0.002858897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537744,"about_ca_topic_score_gemma":0.002728022,"domain_scores_codex":[0.9987162,0.0005022633,0.0001412189,0.0001333129,0.0004201156,0.00008685622],"domain_scores_gemma":[0.9952745,0.002770649,0.000388014,0.0001498902,0.0008378233,0.0005791004],"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":[0.000145484,0.00008241345,0.002001737,0.002492476,0.0000467163,0.0004388134,0.000366873,0.0006644948,0.0007835929,0.04062235,0.05988031,0.8924748],"study_design_scores_gemma":[0.00002556152,0.0002381522,0.004170752,0.001975235,0.00005025811,0.002969482,0.0005998756,0.0004054736,0.0003243336,0.03248023,0.9567103,0.00005029195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001150435,0.9361235,0.001411716,0.05009791,0.003357789,0.000005798058,0.00001821148,0.00003065555,0.007804042],"genre_scores_gemma":[0.0178615,0.9517022,0.001312748,0.00911013,0.01814511,0.0000123266,0.00002330903,0.00001385061,0.001818754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005438777,"threshold_uncertainty_score":0.0181945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674478035006614,"score_gpt":0.4035377747072292,"score_spread":0.2360899712065678,"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."}}