{"id":"W2907342474","doi":"10.1200/jco.2014.32.15_suppl.6594","title":"Comparison of RCC surveillance guidelines: Competing tradeoffs.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation exposure; Guideline; Renal cell carcinoma; Nephrectomy; Risk assessment; Nuclear medicine; Medical physics; Oncology; Internal medicine; Pathology; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04612844,0.0005493742,0.001217631,0.001963267,0.0004653501,0.002910127,0.001187239,0.001876348,0.01071985],"category_scores_gemma":[0.1603066,0.0004419328,0.003623043,0.003171888,0.000453179,0.002245537,0.00161059,0.001871066,0.0008375332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881971,"about_ca_system_score_gemma":0.002598892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008107388,"about_ca_topic_score_gemma":0.008474411,"domain_scores_codex":[0.9557456,0.03548683,0.002081573,0.001781378,0.003667776,0.001236821],"domain_scores_gemma":[0.8916121,0.08835278,0.01192662,0.001952861,0.003247295,0.002908412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0626477,0.002681509,0.5130712,0.002572032,0.01098476,0.0002224562,0.0009838123,0.05095324,0.0003679816,0.01507926,0.03118531,0.3092507],"study_design_scores_gemma":[0.01607303,0.02747311,0.7241917,0.001998983,0.01042809,0.001322037,0.003463164,0.1524656,0.001073355,0.02950924,0.03163595,0.0003658494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010351,0.01921337,0.008475943,0.01282268,0.0006485447,0.002365663,0.01714596,0.00019011,0.03810263],"genre_scores_gemma":[0.9906896,0.00102011,0.002488101,0.001222011,0.0001616998,0.0005477247,0.003029751,0.00002724955,0.0008136819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04612844,"threshold_uncertainty_score":0.2439534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3446297861617855,"score_gpt":0.5469357402240312,"score_spread":0.2023059540622458,"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."}}