{"id":"W2946993394","doi":"10.1200/jco.2019.37.15_suppl.e16038","title":"Association of immune-related adverse events (irAEs) with clinical benefit in patients with metastatic urothelial carcinoma (mUC) treated with immune-checkpoint inhibitors (ICIs).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Rash; Adverse effect; Cancer; Lung cancer; Oncology; Gastroenterology","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":[0.0005961203,0.0001057328,0.0003025537,0.0003038705,0.0001991186,0.0003149528,0.000118901,0.0002015652,0.001091035],"category_scores_gemma":[0.0014688,0.00008522825,0.0003217594,0.0004764257,0.0001747333,0.0002655327,0.0003223532,0.0003670844,0.0000904838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703626,"about_ca_system_score_gemma":0.0002215636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004786103,"about_ca_topic_score_gemma":0.0009752956,"domain_scores_codex":[0.9996856,0.00006951959,0.00004746746,0.0000650921,0.00007459032,0.00005773406],"domain_scores_gemma":[0.9986764,0.0002605283,0.000780381,0.00003847538,0.00008019141,0.0001639375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007718731,0.00003868941,0.9944499,0.00003059239,0.00004908977,0.0001192888,0.00001924243,0.00006668267,0.000393788,0.00001418814,0.000088989,0.003957736],"study_design_scores_gemma":[0.00003851933,0.0005730616,0.99821,0.000007794811,0.00003258489,0.0005067099,0.00004214414,0.0002256503,0.000102879,0.00001856142,0.0002397579,0.000002421518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988587,0.0005135937,0.00006032278,0.00003063352,0.00000365082,0.00001691325,0.0002211508,0.000002061991,0.0002929309],"genre_scores_gemma":[0.9996326,0.00007035379,0.00004140677,0.0000207855,0.000008154743,0.000008118351,0.0001662259,4.738064e-7,0.00005201324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091035,"threshold_uncertainty_score":0.00364989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282345757705479,"score_gpt":0.3466008892436285,"score_spread":0.3183663134730806,"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."}}