{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061555,0.0001477553,0.0002725298,0.0007194733,0.0002978942,0.000403355,0.0001459591,0.0003704163,0.001177145],"category_scores_gemma":[0.00145923,0.000132395,0.0002197649,0.0009064474,0.0002190071,0.0005108154,0.0002801461,0.0002388125,0.0003434376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765565,"about_ca_system_score_gemma":0.0002678794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690216,"about_ca_topic_score_gemma":0.002048606,"domain_scores_codex":[0.9997879,0.00005115691,0.00003277163,0.00003934302,0.00004861242,0.00004023743],"domain_scores_gemma":[0.999126,0.0001470132,0.0005082547,0.00001927674,0.00006514444,0.0001342863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001547115,0.000007743884,0.9987267,0.000007933733,0.000004869323,0.0001266953,0.0000413868,0.000006091318,0.0000828275,0.00000351923,0.00002890676,0.0009477198],"study_design_scores_gemma":[0.000001490771,0.00005259033,0.9977106,0.00001454875,0.00000917144,0.001695534,0.0002121886,0.00004019298,0.00003516832,0.00001702628,0.0002096891,0.00000187709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997558,0.001636741,0.0000628973,0.00009224511,0.000008348125,0.000006720796,0.0002189285,0.000002944286,0.0004131597],"genre_scores_gemma":[0.9987984,0.0007361912,0.00005805118,0.00003767051,0.00002499316,0.000006053763,0.0002385548,0.000001009729,0.00009907212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001690216,"threshold_uncertainty_score":0.0039379,"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."}}