{"id":"W4417226200","doi":"10.3390/curroncol32120698","title":"Precision Care for Hereditary Urologic Cancers: Genetic Testing, Counseling, Surveillance, and Therapeutic Implications","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lynch syndrome; Genetic testing; Germline; Kidney cancer; Prostate cancer; Germline mutation; Cancer; Precision medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009209287,0.0007268258,0.0009168778,0.001473026,0.00108337,0.002725701,0.001663323,0.002845241,0.003448958],"category_scores_gemma":[0.02773698,0.0003500239,0.001150849,0.0009630251,0.002094964,0.00270105,0.003089206,0.003805644,0.0005412638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032527,"about_ca_system_score_gemma":0.01149303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00776591,"about_ca_topic_score_gemma":0.01532732,"domain_scores_codex":[0.9938866,0.003355199,0.0006827192,0.0005018025,0.001271193,0.0003024909],"domain_scores_gemma":[0.9822108,0.01307094,0.001187452,0.0005288,0.002360854,0.0006411485],"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":[0.0001066623,0.00005367359,0.00354476,0.01480811,0.0003888992,0.0007102442,0.001383423,0.002236507,0.0005077206,0.08643482,0.08311724,0.806708],"study_design_scores_gemma":[0.00007232484,0.0002646891,0.003699804,0.05907845,0.0006175488,0.003177216,0.001368165,0.001162705,0.0007359419,0.06601188,0.8637087,0.0001024676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00259097,0.7716344,0.02057641,0.1816554,0.003793075,0.0001475862,0.0003498692,0.0001714975,0.01908076],"genre_scores_gemma":[0.05905886,0.8513062,0.03006517,0.05069051,0.005778944,0.0003352968,0.0004780805,0.00005781821,0.002229122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009209287,"threshold_uncertainty_score":0.04870397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877459293502155,"score_gpt":0.4040565440804812,"score_spread":0.3252819511454597,"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."}}