{"id":"W4392111107","doi":"10.3390/curroncol31030086","title":"Review on the Role of BRCA Mutations in Genomic Screening and Risk Stratification of Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Germline mutation; Context (archaeology); Oncology; Overdiagnosis; BRCA mutation; Disease; Breast cancer; Cancer; Genetic testing; Germline; Internal medicine; Risk stratification; Population; Bioinformatics; Gynecology; Mutation; Gene; Genetics; Biology","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":[0.001086485,0.0006880016,0.001346683,0.004321234,0.0002194839,0.001052459,0.001000995,0.0008773395,0.00445191],"category_scores_gemma":[0.003384264,0.0002854338,0.0008528554,0.00451828,0.0003379121,0.001027525,0.00047875,0.000909263,0.001085655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000829662,"about_ca_system_score_gemma":0.002334674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745117,"about_ca_topic_score_gemma":0.004284608,"domain_scores_codex":[0.9993439,0.000201249,0.0001856096,0.0000753549,0.0001577606,0.00003613323],"domain_scores_gemma":[0.9974624,0.001660216,0.0003804023,0.00003703405,0.000389496,0.00007043489],"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":[0.0002090505,0.00004755739,0.0008555984,0.1092234,0.0005267702,0.0004402431,0.0001868719,0.0004385659,0.0006277232,0.002035523,0.09450798,0.7909006],"study_design_scores_gemma":[0.00003541961,0.0001713005,0.005750409,0.1134324,0.001403268,0.002899992,0.0001563612,0.0001028849,0.0002987522,0.001314725,0.8744012,0.00003324072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009457989,0.9986229,0.0000511466,0.0003926547,0.0002374722,0.00000531085,0.00004375831,0.000003550964,0.0005486183],"genre_scores_gemma":[0.0007342644,0.9981983,0.000147659,0.0003487772,0.0003151416,0.000007457974,0.00005850753,0.00000137112,0.0001884823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00445191,"threshold_uncertainty_score":0.01489311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271861622856212,"score_gpt":0.4613619353911603,"score_spread":0.3341757731055391,"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."}}