{"id":"W4411277137","doi":"10.3390/siuj6030045","title":"SIU-ICUD: Germline Genetic Susceptibility to Prostate Cancer: Utility and Clinical Implementation","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prostate Cancer Foundation; U.S. Department of Defense","keywords":"Germline; Prostate cancer; Oncology; Medicine; Cancer; Cancer research; Internal medicine; Genetics; Biology; Gene","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":[0.0358539,0.0009119366,0.001501861,0.00282233,0.0007547202,0.00467873,0.00263235,0.001531038,0.01532904],"category_scores_gemma":[0.1290683,0.0006083298,0.001781658,0.003585004,0.0008403879,0.00256332,0.004442287,0.002337154,0.003929359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003672303,"about_ca_system_score_gemma":0.005535328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007973713,"about_ca_topic_score_gemma":0.01013531,"domain_scores_codex":[0.9767179,0.0160065,0.001546599,0.001537319,0.003432269,0.0007594982],"domain_scores_gemma":[0.9209142,0.04952065,0.005754491,0.004297465,0.01417085,0.005342381],"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":[0.002419332,0.001012275,0.4253964,0.0012741,0.0005792521,0.00008265721,0.000550646,0.002202801,0.0001538129,0.002987516,0.05667989,0.5066613],"study_design_scores_gemma":[0.002040764,0.005453888,0.7229664,0.006881646,0.001555362,0.0009308903,0.002534803,0.07025259,0.001910004,0.02230206,0.1627514,0.000420251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4982182,0.04633,0.08123326,0.09358848,0.004250393,0.01415341,0.0735242,0.01217156,0.1765305],"genre_scores_gemma":[0.8161898,0.009479657,0.129128,0.009253528,0.001262418,0.007693959,0.02138396,0.0005650204,0.005043806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0358539,"threshold_uncertainty_score":0.1896158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0713285831401083,"score_gpt":0.4972833714040743,"score_spread":0.425954788263966,"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."}}