{"id":"W4377087661","doi":"10.1200/edbk_390384","title":"Genetic and Genomic Testing for Prostate Cancer: Beyond DNA Repair","year":2023,"lang":"en","type":"article","venue":"American Society of Clinical Oncology Educational Book","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Prostate cancer; Medicine; DNA repair; Genetic testing; Precision medicine; Disease; Personalized medicine; Clinical trial; Cancer; MSH2; Germline; Microsatellite instability; Oncology; DNA mismatch repair; Bioinformatics; Internal medicine; Biology; Gene; Genetics; Pathology; Colorectal cancer; Microsatellite","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":[0.001879896,0.0007914248,0.0008324565,0.001262585,0.0004301231,0.00201782,0.0005710492,0.001397799,0.01194588],"category_scores_gemma":[0.0040267,0.0002691885,0.0004577486,0.001100761,0.001685405,0.002067831,0.0007718031,0.005136867,0.005105936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106452,"about_ca_system_score_gemma":0.001882664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199899,"about_ca_topic_score_gemma":0.006384883,"domain_scores_codex":[0.9991223,0.0002407686,0.00004523929,0.00009341494,0.0004548152,0.00004332989],"domain_scores_gemma":[0.9979085,0.001175207,0.0001100376,0.00007976773,0.0004346779,0.000291894],"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":[0.00003626643,0.00003193102,0.0007115094,0.0003428396,0.00002169923,0.0001828393,0.00007127611,0.0001850571,0.000994158,0.01488379,0.7302117,0.2523268],"study_design_scores_gemma":[0.000014579,0.00004840846,0.002014142,0.0006996474,0.00001584736,0.00124357,0.00005917687,0.0001953715,0.0002156032,0.01844164,0.9770353,0.00001678017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001244367,0.5246948,0.01109364,0.2923417,0.06112513,0.00007198052,0.0006747782,0.0004936349,0.1082599],"genre_scores_gemma":[0.01720608,0.4951527,0.01705745,0.184877,0.09810318,0.0001097354,0.0007571392,0.0002295986,0.1865071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01194588,"threshold_uncertainty_score":0.03996295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106538053875414,"score_gpt":0.486012156683782,"score_spread":0.379474102808368,"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."}}