{"id":"W2031087535","doi":"10.1016/j.juro.2009.07.004","title":"Guideline for Management of the Clinical T1 Renal Mass","year":2009,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1841,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Guideline; Renal mass; Intensive care medicine; Medical physics; Internal medicine; Kidney; Pathology; Nephrectomy","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":[0.0009441673,0.0008116737,0.0009689471,0.002130072,0.000671714,0.001309325,0.002004256,0.003662262,0.03484922],"category_scores_gemma":[0.003846043,0.0003316651,0.001150365,0.001217206,0.0003752037,0.001577298,0.001141631,0.003853353,0.03269647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191496,"about_ca_system_score_gemma":0.002562198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005521363,"about_ca_topic_score_gemma":0.01280076,"domain_scores_codex":[0.9990984,0.0002032824,0.0001901853,0.00006185795,0.0003436769,0.0001025386],"domain_scores_gemma":[0.9982213,0.0002291032,0.0002375889,0.0000674834,0.0009592299,0.0002851475],"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":[0.00006232362,0.000116611,0.0009097844,0.0005064543,0.00001586917,0.001139379,0.00006981419,0.0004003607,0.0006040517,0.001752393,0.7943403,0.2000827],"study_design_scores_gemma":[0.00009160673,0.00008282549,0.003233116,0.002664035,0.00003039668,0.005010173,0.000106874,0.0003964658,0.0003063717,0.00193589,0.9861149,0.00002738208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005245421,0.1564655,0.04956711,0.1625639,0.01097302,0.004233002,0.01463168,0.003434662,0.5928856],"genre_scores_gemma":[0.06194395,0.2056368,0.1701166,0.1051964,0.01335604,0.008311508,0.05892556,0.00139234,0.3751208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03484922,"threshold_uncertainty_score":0.1165823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05742976895901188,"score_gpt":0.3650603437856339,"score_spread":0.307630574826622,"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."}}