{"id":"W2135564723","doi":"10.1016/j.eururo.2011.05.044","title":"Contemporary Management of Small Renal Masses","year":2011,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nephrectomy; Watchful waiting; Observational study; Randomized controlled trial; MEDLINE; Ablative case; Surgery; Renal mass; General surgery; Kidney; Radiation therapy; Internal medicine; Cancer","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":[0.001358814,0.0002502882,0.0004135281,0.001273898,0.0009880866,0.00208394,0.0008153586,0.001376036,0.002165147],"category_scores_gemma":[0.003475206,0.0001297128,0.0003348693,0.001398229,0.001458533,0.002174657,0.0009053481,0.001677288,0.0005084559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722011,"about_ca_system_score_gemma":0.001592824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041458,"about_ca_topic_score_gemma":0.002615203,"domain_scores_codex":[0.9993426,0.0001518736,0.0001108854,0.00009553268,0.0001906643,0.0001084395],"domain_scores_gemma":[0.9987096,0.0003606196,0.0002955209,0.00005897822,0.0002227031,0.0003525781],"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":[0.0002308796,0.0002065271,0.0482478,0.0009359182,0.00009511845,0.01718699,0.0008837166,0.001758319,0.002735567,0.02136411,0.03609541,0.8702596],"study_design_scores_gemma":[0.0001162535,0.0005816395,0.1170106,0.002875386,0.0002925869,0.2423843,0.005461995,0.003214549,0.002740924,0.04413301,0.5810445,0.0001441559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1488522,0.6340839,0.01453003,0.1392051,0.004295334,0.00004298407,0.00018421,0.0001997349,0.05860648],"genre_scores_gemma":[0.6829359,0.2679891,0.008644301,0.0153654,0.01903793,0.00007157248,0.0004091741,0.00007235024,0.005474348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002165147,"threshold_uncertainty_score":0.01249409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09378567032500179,"score_gpt":0.243701965537001,"score_spread":0.1499162952119992,"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."}}