{"id":"W2039303934","doi":"10.12968/hmed.2013.74.5.250","title":"Prostate cancer patients with BRCA2 mutations require urgent treatment","year":2013,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Prostate cancer; Download; Cancer; Germline; Oncology; Internal medicine; Family medicine; Gene; World Wide Web; Genetics","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":[0.000182652,0.0001769286,0.0006288224,0.0003771319,0.00110554,0.0007537018,0.0002512704,0.0009105301,0.01808307],"category_scores_gemma":[0.001190208,0.0001371102,0.0005459566,0.0005144356,0.0002540321,0.0003981442,0.0004896218,0.00115389,0.001365546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664835,"about_ca_system_score_gemma":0.001217439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975605,"about_ca_topic_score_gemma":0.004488263,"domain_scores_codex":[0.9996319,0.00005070725,0.0000265563,0.00004461753,0.00007045405,0.0001757183],"domain_scores_gemma":[0.9994155,0.000152169,0.00008979289,0.00001480894,0.0000473312,0.0002803817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002877385,0.0006773295,0.4156688,0.001088218,0.0003401026,0.05583473,0.0006215815,0.0009135673,0.009160366,0.004458815,0.1339853,0.3743738],"study_design_scores_gemma":[0.0003816205,0.001248407,0.6400124,0.0008223734,0.0003232008,0.1584796,0.00228186,0.0005523768,0.002191428,0.009507981,0.1840917,0.0001070978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6528206,0.09919339,0.001714942,0.06412543,0.004003404,0.0002265973,0.001876477,0.0003732003,0.175666],"genre_scores_gemma":[0.9648908,0.01083064,0.001028117,0.009454829,0.002888955,0.00004731624,0.001578689,0.00004964861,0.009231057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808307,"threshold_uncertainty_score":0.06049389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084982066880499,"score_gpt":0.2809886767743047,"score_spread":0.2701388561054997,"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."}}