{"id":"W3010077430","doi":"10.1016/j.ejca.2020.01.017","title":"Liver tests increase on abiraterone acetate in men with metastatic prostate cancer: Natural history, management and outcome","year":2020,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Janssen Biotech; AstraZeneca France; Seattle Genetics; Janssen Canada; Meso Scale Diagnostics; Sanofi; AstraZeneca; Astellas Pharma; Ipsen; Clovis Oncology; Roche; Astellas Pharma US; Novartis; British Microcirculation Society; Pfizer","keywords":"Abiraterone acetate; Natural history; Prostate cancer; Medicine; Abiraterone; Oncology; Internal medicine; Cancer; Prostate; Urology; Androgen deprivation therapy; Androgen receptor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310109,0.000185016,0.0003664892,0.00015726,0.00002878588,0.00002153549,0.0001047638,0.00000779924,0.0001373928],"category_scores_gemma":[0.00001778411,0.0001126954,0.00004612799,0.0001501761,0.0001003575,0.0001371759,0.00004938086,0.000379136,0.00001230098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271496,"about_ca_system_score_gemma":0.0001445776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008396214,"about_ca_topic_score_gemma":0.00003647852,"domain_scores_codex":[0.9985588,0.000182157,0.0003629525,0.0002088949,0.0004333868,0.0002538546],"domain_scores_gemma":[0.9992378,0.00002105186,0.0002166388,0.0001015183,0.0001253891,0.0002975791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04791662,0.000619435,0.5722069,0.002425044,0.002872628,0.06692349,0.01393982,0.0006848685,0.005415123,0.00005020025,0.04058057,0.2463653],"study_design_scores_gemma":[0.03139428,0.004348377,0.8742501,0.001672455,0.0007578587,0.0001979732,0.0005191317,0.0004523721,0.001058046,0.000005404788,0.08494778,0.000396222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447435,0.0408361,0.000005527851,0.009089695,0.0001223447,0.0005722247,0.00001309321,0.00001611939,0.004601364],"genre_scores_gemma":[0.9843966,0.007663425,0.000437028,0.001539976,0.0001328782,0.0000139414,0.00000265544,0.00004494103,0.005768519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020432,"threshold_uncertainty_score":0.4595583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109552292384717,"score_gpt":0.3067650008279177,"score_spread":0.2656694779040706,"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."}}