{"id":"W4416565201","doi":"10.1007/s00261-025-05302-2","title":"Hereditary syndromes and RCC: what radiologists need to know","year":2025,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Renal cell carcinoma; Kidney cancer; Genetic counseling; Cancer; Chromophobe cell; Tuberous sclerosis; Hereditary Diseases; Genetic testing; Carcinoma","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":[0.003396333,0.001185952,0.002915699,0.00219011,0.002238422,0.005319628,0.002326945,0.01495929,0.007114844],"category_scores_gemma":[0.01532488,0.0008850962,0.001755743,0.00110604,0.002943251,0.01324472,0.001670114,0.01195513,0.003220391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053325,"about_ca_system_score_gemma":0.004748421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008579757,"about_ca_topic_score_gemma":0.01218649,"domain_scores_codex":[0.9972093,0.0008740561,0.0005811962,0.0002395093,0.0007956948,0.0003003527],"domain_scores_gemma":[0.9833606,0.009089933,0.001530843,0.0004648192,0.003424677,0.002129164],"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":[0.0003666379,0.000880637,0.07099383,0.003134606,0.0007291848,0.02079783,0.00114222,0.0006094502,0.001101053,0.009161005,0.4993564,0.3917271],"study_design_scores_gemma":[0.0004362054,0.0003797383,0.07524613,0.02164581,0.001207594,0.115922,0.01385222,0.001333097,0.0005236652,0.07517891,0.6936508,0.0006238553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006945895,0.3689462,0.002009576,0.5962849,0.01167095,0.00004289009,0.0002184835,0.0001681707,0.01371289],"genre_scores_gemma":[0.08646167,0.4859268,0.008771055,0.2397242,0.1701885,0.0001709189,0.0007081525,0.000125268,0.007923395],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01495929,"threshold_uncertainty_score":0.02380157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518611930726557,"score_gpt":0.2800548298081989,"score_spread":0.2648687105009333,"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."}}