{"id":"W3167966244","doi":"10.1200/jco.2021.39.15_suppl.e16521","title":"Bladder cancer in young adults: Disease and treatment characteristics of patients treated at tertiary cancer center.","year":2021,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Gemcitabine; Cancer; Population; Internal medicine; Chemotherapy; Oncology; Urology","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":[0.0002634678,0.0001694928,0.0003743912,0.0009729484,0.0004998827,0.000473376,0.0001989709,0.0005261164,0.004003867],"category_scores_gemma":[0.001009373,0.0002097317,0.0003943156,0.001402995,0.0001933763,0.0006307684,0.0004394884,0.0004034671,0.0005699263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681038,"about_ca_system_score_gemma":0.0004392076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005619861,"about_ca_topic_score_gemma":0.007359921,"domain_scores_codex":[0.9997265,0.00003800839,0.00004232873,0.00005610716,0.00005104062,0.00008611344],"domain_scores_gemma":[0.9991106,0.0001302079,0.0004133086,0.00001943277,0.0000630229,0.0002634063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004206139,0.00002259013,0.9989445,0.000006864953,0.00001043869,0.0001309115,0.00003538758,0.00001896047,0.00007270628,0.000006446087,0.0001515419,0.0005577006],"study_design_scores_gemma":[0.000005744633,0.00008443867,0.9988087,0.00001316327,0.000008853008,0.0005269378,0.0002052203,0.00006761345,0.00001976797,0.00001062354,0.0002454802,0.000003240596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970878,0.0006695965,0.0000376254,0.0001295565,0.00001286544,0.00001480894,0.001195837,0.000005451651,0.0008464768],"genre_scores_gemma":[0.9982414,0.0003164768,0.00003146748,0.0001484524,0.00002996847,0.00001994865,0.0008977063,0.000002815302,0.0003117257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005619861,"threshold_uncertainty_score":0.01339424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657035451728113,"score_gpt":0.4079234465592118,"score_spread":0.3613530920419306,"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."}}