{"id":"W4321367863","doi":"10.1016/j.ucl.2023.01.003","title":"Cystic Renal Masses","year":2023,"lang":"en","type":"review","venue":"Urologic Clinics of North America","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation; University Health Network","keywords":"Medicine; Natural history; Renal cell carcinoma; Renal mass; Radiology; Pathology; Kidney; Intensive care medicine; General surgery; Nephrectomy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002712973,0.0005826073,0.003841422,0.0003390252,0.00004371679,0.000009176456,0.0003693234,0.0003274132,0.0001435122],"category_scores_gemma":[0.001282626,0.000396537,0.001417467,0.0008545381,0.0003155501,0.00001890561,0.0002187958,0.0007433532,0.001241219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009385271,"about_ca_system_score_gemma":0.0007399006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003030108,"about_ca_topic_score_gemma":0.000008341208,"domain_scores_codex":[0.9964765,0.000237017,0.001604408,0.0007381384,0.0004811942,0.000462765],"domain_scores_gemma":[0.9950687,0.00212463,0.001357918,0.001062935,0.0001287432,0.0002570348],"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":[0.00006970456,0.0002232715,0.001605905,0.009107701,0.0007216487,0.00103972,0.00000835342,0.000008991454,2.173154e-8,0.000002846353,0.001384986,0.9858268],"study_design_scores_gemma":[0.0003140477,0.002600922,0.0008642059,0.002104212,0.004942728,0.0001452426,0.000003392763,0.00001245398,6.673679e-8,0.00003277063,0.9887117,0.0002682252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004810618,0.9963726,0.0000320654,0.00005777317,0.0002843572,0.001160127,0.0001809359,0.0001753751,0.001255731],"genre_scores_gemma":[0.00006862467,0.9951679,0.001855724,0.0002145535,0.0002715285,0.0001409468,0.0009548724,0.00009972435,0.001226103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873267,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288762483937204,"score_gpt":0.3845183447593284,"score_spread":0.2556420963656081,"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."}}