{"id":"W4409526523","doi":"10.4081/aiua.2025.13635","title":"BRCA mutations and prostate cancer: should urologist improve daily clinical practice?","year":2025,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Medicine; Germline; Prostate cancer; Germline mutation; Genetic testing; Family history; Oncology; Genetic counseling; Somatic cell; Cancer; Internal medicine; Mutation; Genetics; Gene; Biology","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":[0.005333154,0.000300633,0.0006835242,0.0009199529,0.0007062901,0.002039866,0.001060853,0.002453439,0.004463369],"category_scores_gemma":[0.01780046,0.0002477201,0.0002668336,0.0009598223,0.0008954701,0.001581755,0.000981458,0.001369803,0.001111019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008570215,"about_ca_system_score_gemma":0.002651681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342383,"about_ca_topic_score_gemma":0.007204691,"domain_scores_codex":[0.9975212,0.001204391,0.0001785679,0.0002376017,0.0007075383,0.0001506226],"domain_scores_gemma":[0.9890287,0.002911923,0.001962598,0.0004558965,0.003137719,0.002503194],"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":[0.0002374894,0.0003089888,0.2546499,0.001322598,0.0001532056,0.0006628037,0.0009053027,0.000380854,0.0006189232,0.0007109212,0.186871,0.5531781],"study_design_scores_gemma":[0.0001755097,0.001055023,0.7349579,0.007939308,0.0002510222,0.007313402,0.005998754,0.001216462,0.0008261926,0.006685874,0.2333767,0.0002038186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1406831,0.2545429,0.003737707,0.5758355,0.005549904,0.0001216514,0.001016146,0.0008564639,0.01765661],"genre_scores_gemma":[0.7508407,0.1223712,0.01904895,0.08947062,0.01239119,0.0001274333,0.0007395789,0.0001554376,0.004854981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005333154,"threshold_uncertainty_score":0.02820474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031316161506225,"score_gpt":0.3686207881300765,"score_spread":0.3383076265150143,"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."}}