{"id":"W4318978961","doi":"10.1016/j.ab.2023.115074","title":"Proteomics strategies for urothelial bladder cancer diagnosis, prognosis and treatment: Trends for tumor biomarker sources","year":2023,"lang":"en","type":"review","venue":"Analytical Biochemistry","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Proteomics; Biomarker; Biomarker discovery; Proteome; Bladder cancer; Cancer; Medicine; Computational biology; Bioinformatics; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002552416,0.001124908,0.002069466,0.002758121,0.0002895449,0.002135932,0.001098511,0.001312681,0.003370341],"category_scores_gemma":[0.002727995,0.0003600147,0.001120047,0.00290196,0.0006463745,0.002045979,0.001244961,0.002148435,0.001894898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854937,"about_ca_system_score_gemma":0.001839088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134774,"about_ca_topic_score_gemma":0.002235455,"domain_scores_codex":[0.9994113,0.0001428022,0.00007060522,0.0001172296,0.0002006845,0.00005738862],"domain_scores_gemma":[0.9981988,0.00100241,0.0001947973,0.0000492074,0.0004764465,0.0000783803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998729,0.00009222532,0.0006412338,0.01734053,0.000311083,0.0001144907,0.00004508622,0.0004175418,0.002052703,0.004392356,0.015957,0.958436],"study_design_scores_gemma":[0.00005522975,0.0003497789,0.002733301,0.009704203,0.0007645944,0.001115179,0.0001664514,0.0006789512,0.002529771,0.007382992,0.9744519,0.00006761232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001207857,0.9985512,0.0003262637,0.0004102552,0.0001323876,0.000004532756,0.00003091211,0.000009171817,0.000414495],"genre_scores_gemma":[0.001034927,0.9975482,0.0005441687,0.0003289104,0.0001981809,0.000008130696,0.00005598117,0.00000254547,0.0002790745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003370341,"threshold_uncertainty_score":0.01349866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107497402165999,"score_gpt":0.4037465421689406,"score_spread":0.2962491400029417,"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."}}