{"id":"W1900598203","doi":"10.5489/cuaj.3049","title":"Urothelial bladder cancer in young adults: Diagnosis, treatment and clinical behaviour","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Pathological; Stage (stratigraphy); Cancer; Internal medicine; Urology; Carcinoma in situ; Carcinoma; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004815449,0.0001784817,0.0003841855,0.0001462742,0.0001000002,0.00006210735,0.00006358978,0.0003008489,0.0004838876],"category_scores_gemma":[0.0003901235,0.0001327812,0.0001257669,0.000140984,0.00004322009,0.00009155657,0.00001082563,0.0004322008,0.00003045088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607032,"about_ca_system_score_gemma":0.001321487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03577902,"about_ca_topic_score_gemma":0.07100435,"domain_scores_codex":[0.9983529,0.00020159,0.0004518475,0.0002666571,0.0002572046,0.0004697546],"domain_scores_gemma":[0.9981053,0.00009035755,0.000159486,0.00009230454,0.0001939027,0.001358581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002056356,0.0002118114,0.9834477,0.000001044949,0.0001454622,0.0001701969,0.0002582882,0.000003963326,7.535349e-7,0.000009820794,0.002752364,0.01279299],"study_design_scores_gemma":[0.007061931,0.001512207,0.9777725,0.00002449693,0.0002264187,0.0001590467,0.0001533323,0.00003986163,0.000006377918,0.0001299115,0.01278469,0.0001292583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812419,0.001424022,0.000002824086,0.01475797,0.0007034642,0.000360552,0.0001371283,0.00001817108,0.001353987],"genre_scores_gemma":[0.9939905,0.002301861,0.00006129687,0.002076752,0.0009074035,0.00008021471,0.00001279313,0.00001682408,0.0005523848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03522532,"threshold_uncertainty_score":0.9706418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198381587876195,"score_gpt":0.3167904990710603,"score_spread":0.2848066831922983,"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."}}