{"id":"W2076589106","doi":"10.1038/ncpuro0674","title":"The role of surveillance for small renal masses","year":2007,"lang":"en","type":"review","venue":"Nature Clinical Practice Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Viewpoints; Renal mass; Intensive care medicine; Renal tumor; General surgery; Radiology; Surgery; Kidney; Internal medicine; Nephrectomy","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":[0.001338867,0.0007644253,0.001828992,0.00205586,0.000251102,0.001034743,0.0009196689,0.001221338,0.002216715],"category_scores_gemma":[0.002341431,0.0002473826,0.0007028128,0.001725187,0.0006703691,0.001466067,0.0005861768,0.001710781,0.0007000113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008181156,"about_ca_system_score_gemma":0.001623183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993513,"about_ca_topic_score_gemma":0.004938355,"domain_scores_codex":[0.9996013,0.0001245302,0.00006315677,0.00007075172,0.0001152778,0.00002498881],"domain_scores_gemma":[0.9981249,0.001285263,0.0002301348,0.00003107246,0.0002525707,0.00007609484],"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":[0.00005655652,0.00002451882,0.0006025445,0.01102829,0.00009536375,0.0003063315,0.00003193639,0.0003122164,0.0003343615,0.001206694,0.01964156,0.9663597],"study_design_scores_gemma":[0.000052621,0.0001608304,0.003625875,0.01878544,0.0005439987,0.00503888,0.0001256728,0.0002746116,0.0003875723,0.00180714,0.96916,0.00003732897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007986953,0.9988266,0.0000808632,0.0003903878,0.0001573705,0.000001710942,0.000006294484,0.000003355214,0.0004535939],"genre_scores_gemma":[0.001016039,0.9976554,0.000202654,0.0005237737,0.0003586922,0.00000343127,0.00001496479,0.000001322068,0.00022376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002216715,"threshold_uncertainty_score":0.007415712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115029735342263,"score_gpt":0.4834688014397693,"score_spread":0.3684390660975062,"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."}}