{"id":"W4377826791","doi":"10.1016/j.clgc.2023.05.012","title":"Germline DNA Repair Genes Pathogenic Variants Among Mexican Patients With Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institutes of Health; Breast Cancer Research Foundation","keywords":"Medicine; Prostate cancer; Germline; Gene; DNA repair; Cancer; Oncology; Genetics; Internal medicine; Cancer research; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003648933,0.0004559968,0.0008530495,0.00014831,0.0001994744,0.00002920677,0.000175296,0.0002071683,0.0005133239],"category_scores_gemma":[0.00005965336,0.0003277153,0.0004358978,0.0007727464,0.0003909133,0.000168342,0.0001797184,0.0004044072,0.0001243233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245625,"about_ca_system_score_gemma":0.0006808242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295589,"about_ca_topic_score_gemma":0.0002177455,"domain_scores_codex":[0.996464,0.0001396268,0.0009323967,0.001071693,0.0005843659,0.0008079201],"domain_scores_gemma":[0.9976737,0.0001796955,0.0003345674,0.0007725042,0.0003969629,0.0006425465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001879025,0.001051892,0.9273993,0.0001628416,0.0008271759,0.0007898881,0.0001139724,0.00009260284,0.00006483829,0.000003018426,0.0117962,0.05581927],"study_design_scores_gemma":[0.006409082,0.002120815,0.9730334,0.0005226369,0.0006494547,0.000004939401,0.00004520437,0.0001972908,0.0002471248,0.0000316291,0.01632415,0.0004143195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898223,0.004107815,0.00000156607,0.001707674,0.001255167,0.001683799,0.0006257998,0.0005199315,0.0002759662],"genre_scores_gemma":[0.9628096,0.02761723,0.0002797931,0.001269822,0.001521762,0.002082391,0.0003917836,0.0001441074,0.003883515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05540495,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470444853278896,"score_gpt":0.3476029334437013,"score_spread":0.3128984849109123,"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."}}