{"id":"W4210680716","doi":"10.3390/curroncol29020052","title":"Clinical Outcomes and Prognosis Analysis of Younger Bladder Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Proportional hazards model; Stage (stratigraphy); Cancer; Oncology; Internal medicine; Multivariate analysis; Retrospective cohort study; Hazard ratio; Survival analysis; Epidemiology; Log-rank test; Surveillance, Epidemiology, and End Results; Cancer registry","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":[0.0004459868,0.000165079,0.0003507881,0.0007818286,0.0002794234,0.0003607195,0.0001533108,0.0002132197,0.001306684],"category_scores_gemma":[0.001897406,0.00007769079,0.0002743278,0.0008651822,0.0001591788,0.0003513875,0.0003200437,0.0002420569,0.0001783846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034359,"about_ca_system_score_gemma":0.0003328771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763232,"about_ca_topic_score_gemma":0.001906263,"domain_scores_codex":[0.9997999,0.00004103991,0.0000252719,0.00004108679,0.0000408478,0.00005182487],"domain_scores_gemma":[0.9985591,0.0001923378,0.0007461025,0.0000408665,0.0001192897,0.0003423842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006486567,0.00000955823,0.9981749,0.000007842346,0.00001339236,0.00008186584,0.00003548071,0.00003770121,0.0001405224,0.000008937375,0.00006241475,0.001362401],"study_design_scores_gemma":[0.000002535168,0.00007274104,0.998875,0.000008242006,0.00002366583,0.0004206715,0.00008564418,0.0001028798,0.00007755932,0.00003233403,0.0002959752,0.00000283349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987047,0.0005078696,0.00005833397,0.00004380987,0.000005362824,0.000003237732,0.0003590421,0.000002036019,0.00031563],"genre_scores_gemma":[0.9991996,0.0001883028,0.00004263169,0.00001683609,0.0000125342,0.000003714243,0.0004719911,9.84043e-7,0.00006347277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763232,"threshold_uncertainty_score":0.004371285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240695893201534,"score_gpt":0.4673768595275981,"score_spread":0.3433072702074447,"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."}}