{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655095,0.0007671622,0.001629264,0.004017469,0.0004025727,0.001261307,0.0006164364,0.000819221,0.01062439],"category_scores_gemma":[0.00135271,0.000293965,0.0005869533,0.00300559,0.0005524945,0.001508561,0.000980734,0.001455646,0.003211808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008343935,"about_ca_system_score_gemma":0.001932388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320088,"about_ca_topic_score_gemma":0.006628213,"domain_scores_codex":[0.9997661,0.00003814516,0.00003876478,0.00004597824,0.00007953652,0.00003154808],"domain_scores_gemma":[0.9995381,0.0001590494,0.0001292202,0.00001958844,0.00009345629,0.00006078383],"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":[0.00004064543,0.00003003278,0.0003925234,0.01204638,0.00008863675,0.0005072287,0.00003287025,0.0002000556,0.0006384634,0.001075819,0.06133054,0.9236168],"study_design_scores_gemma":[0.00004385231,0.00006393776,0.001994665,0.01263305,0.0004274802,0.009685043,0.0000655546,0.0001039193,0.0004094486,0.000964744,0.9735857,0.0000226405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001582757,0.9954154,0.0001472949,0.0003838713,0.0005017794,0.000009774155,0.00004072406,0.00002167974,0.00332113],"genre_scores_gemma":[0.001892946,0.9941375,0.0003250227,0.0008806023,0.0007338209,0.000009866685,0.0001108266,0.000004466965,0.001905028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01062439,"threshold_uncertainty_score":0.03554207,"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."}}