{"id":"W4306882918","doi":"10.1016/j.eururo.2022.09.031","title":"BRCA Reversion Mutations in Metastatic Castration-Resistant Prostate Cancer","year":2022,"lang":"en","type":"letter","venue":"European Urology","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Reversion; Prostate cancer; Oncology; Castration; Prostate; Internal medicine; Cancer; Gynecology; Gene; Phenotype; Hormone; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004201595,0.0002999164,0.0004759676,0.0004661577,0.0001273417,0.00001907355,0.0001813559,0.0001101921,0.006818666],"category_scores_gemma":[0.00007214547,0.0003089866,0.0001247264,0.0003758144,0.000155337,0.0000594475,0.00007136026,0.00209429,0.0002507506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080998,"about_ca_system_score_gemma":0.0004031596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673381,"about_ca_topic_score_gemma":0.00006486462,"domain_scores_codex":[0.9968076,0.00116959,0.0005944496,0.0006086905,0.0003867644,0.0004328858],"domain_scores_gemma":[0.9988791,0.0001965183,0.0003117003,0.0004585156,0.00008862482,0.00006559074],"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":[0.000521109,0.00006319082,0.0002525244,0.0001619392,0.0001300599,0.01113205,0.0008145105,0.0003683225,0.001738696,0.00002026457,0.9841377,0.0006596786],"study_design_scores_gemma":[0.002263061,0.0006061582,0.002348698,0.00005978721,0.0002007175,0.0002622637,0.0000534767,0.00002828974,0.00004062186,0.000109756,0.9937804,0.0002467097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01315396,0.002010483,0.00003087844,0.9596508,0.001353864,0.001343815,0.0007063856,0.0001506198,0.02159923],"genre_scores_gemma":[0.02872258,0.0005060352,0.000405691,0.9498289,0.001658924,0.000350049,0.003022027,0.0002180494,0.01528776],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01556861,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672269609017749,"score_gpt":0.308578188326128,"score_spread":0.2718554922359505,"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."}}