{"id":"W2794426755","doi":"10.1200/jco.2018.36.6_suppl.451","title":"Nivolumab demonstrates benefit over nomogram-predicted 12-month survival as salvage therapy for metastatic urothelial carcinoma.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nomogram; Nivolumab; Internal medicine; Oncology; Metastatic Urothelial Carcinoma; Clinical endpoint; Confidence interval; Urology; Statistical significance; Clinical trial; Cancer; Bladder cancer; Urothelial carcinoma; Immunotherapy","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":[0.001381038,0.0003977288,0.0004936796,0.0002674999,0.000141155,0.0004071824,0.0002300375,0.0002741236,0.001051328],"category_scores_gemma":[0.001977454,0.00009151415,0.0004955631,0.0001691038,0.0001647854,0.0002285402,0.0001882408,0.0005706354,0.0002174663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007289488,"about_ca_system_score_gemma":0.0004151305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171111,"about_ca_topic_score_gemma":0.002227496,"domain_scores_codex":[0.9996681,0.0001520344,0.00002328725,0.0000670833,0.00005745681,0.00003208698],"domain_scores_gemma":[0.9992945,0.0003100451,0.0001260594,0.00008414067,0.00003836355,0.0001468646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1259386,0.003584514,0.3211598,0.0006369179,0.001360669,0.0003380017,0.000337273,0.01244826,0.03800212,0.0003344075,0.004571195,0.4912883],"study_design_scores_gemma":[0.01117702,0.1519694,0.6960887,0.0001696111,0.001906322,0.002249209,0.0003272153,0.08758084,0.03665253,0.0007809428,0.01099908,0.00009914957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995551,0.00195878,0.0008373047,0.0001003473,0.00003309736,0.00005378954,0.0002521838,0.00005251075,0.001161048],"genre_scores_gemma":[0.9986936,0.0001704094,0.0005711988,0.00004876266,0.0000126841,0.00001345743,0.0002957552,0.000006533555,0.0001874582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381038,"threshold_uncertainty_score":0.007303715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261405256327516,"score_gpt":0.4563521905446015,"score_spread":0.3302116649118499,"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."}}