{"id":"W2921002154","doi":"10.1200/jco.2019.37.7_suppl.516","title":"Comprehensive and epidemiological characterization of urachal adenocarcinoma: A pan-Canadian collaboration.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Regional Municipality of Durham; University of Ottawa; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Stage (stratigraphy); Bladder cancer; Disease; Malignancy; Epidemiology; Internal medicine; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377462,0.0001082368,0.001612216,0.0001325938,0.00003831436,0.000002770954,0.00007373686,0.0004228468,0.0001279558],"category_scores_gemma":[0.002103498,0.00007423131,0.0001935499,0.0001376868,0.0003346773,0.0001199794,0.00004255605,0.0005526389,0.00002979573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007464104,"about_ca_system_score_gemma":0.001233722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009108837,"about_ca_topic_score_gemma":0.0002327353,"domain_scores_codex":[0.9973552,0.0005077755,0.001678637,0.0001531544,0.0001345435,0.0001706524],"domain_scores_gemma":[0.9954206,0.002143325,0.001248104,0.0001058377,0.0007698583,0.0003122276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002687118,0.0005434489,0.9802055,0.00005152906,0.000370023,0.0003414257,0.0001679424,0.000001672975,0.002703714,0.0004097215,0.0009497222,0.01156822],"study_design_scores_gemma":[0.003175207,0.01826458,0.917968,0.00002951248,0.0001983459,0.0005526296,0.0003488774,0.00003616207,0.0000306531,0.0001923038,0.05914687,0.00005687992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785562,0.001074642,0.00001458666,0.01742891,0.0007992815,0.0002498456,0.00001248547,0.000003447625,0.001860562],"genre_scores_gemma":[0.9939584,0.0008172505,0.0009975685,0.003412553,0.0004572487,0.000001918024,0.000008614459,0.000005955418,0.0003405586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06223749,"threshold_uncertainty_score":0.3261382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374549470721213,"score_gpt":0.443621950786681,"score_spread":0.3061670037145597,"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."}}