{"id":"W2941797036","doi":"10.1016/j.eururo.2019.04.006","title":"Clinical Utility of Circulating Tumour Cell Androgen Receptor Splice Variant-7 Status in Metastatic Castration-resistant Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"DOD Prostate Cancer Research Program; National Cancer Institute; Medical Research Council; Imperial Experimental Cancer Medicine Centre; Stand Up To Cancer; Cancer Research UK; Academy of Medical Sciences; U.S. Department of Veterans Affairs; Patrick C. Walsh Prostate Cancer Research Fund; Institute for Prostate Cancer Research; Prostate Cancer Foundation; Movember Foundation; National Institutes of Health; Prostate Cancer UK; National Institute for Health and Care Research; U.S. Department of Defense","keywords":"Medicine; Prostate cancer; Interquartile range; Circulating tumor cell; Androgen receptor; Biopsy; Internal medicine; Hazard ratio; Oncology; Liquid biopsy; Pathology; Cancer; Confidence interval; Metastasis","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":[],"consensus_categories":[],"category_scores_codex":[0.001168696,0.0001584228,0.0004592334,0.0001138483,0.00003215162,0.000007350829,0.0001004052,0.00004430956,0.0008185399],"category_scores_gemma":[0.0001240629,0.0001284215,0.00009130851,0.0002364363,0.0001327975,0.00005880482,0.00007266928,0.0003620373,0.00015637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538236,"about_ca_system_score_gemma":0.0004017684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003212167,"about_ca_topic_score_gemma":0.00007039588,"domain_scores_codex":[0.9973782,0.0008004754,0.0006858972,0.0004510855,0.0002201462,0.000464222],"domain_scores_gemma":[0.998946,0.0002258855,0.0002109573,0.0003187626,0.0001298202,0.000168586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003426456,0.0006603275,0.9059643,0.0004279324,0.0001729745,0.0008947669,0.00129397,0.00008225044,0.07872262,0.00003554968,0.0004148695,0.007904031],"study_design_scores_gemma":[0.009161646,0.001825397,0.9766158,0.0000772901,0.0001558596,0.00003674379,0.0003649378,0.001322126,0.002795256,0.00003613102,0.007403721,0.000205116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855595,0.001533417,0.000009252164,0.0003900905,0.0002028468,0.0008444202,0.00009108905,0.00002327277,0.01134608],"genre_scores_gemma":[0.9978443,0.0004757472,0.0004487196,0.0001674046,0.00006250443,0.00001449942,0.00007425278,0.00003566765,0.000876892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07592736,"threshold_uncertainty_score":0.8962438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920556836931989,"score_gpt":0.3493108338620497,"score_spread":0.3001052654927298,"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."}}