{"id":"W2148342716","doi":"10.1074/mcp.r600004-mcp200","title":"Discovery of Urinary Biomarkers","year":2006,"lang":"en","type":"review","venue":"Molecular & Cellular Proteomics","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":403,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health","keywords":"Urinary system; Proteomics; Biomarker discovery; Biomarker; Urine; Chemistry; Proteome; Exosome; Medicine; Internal medicine; Microvesicles; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001614693,0.0007244758,0.001547866,0.0001765069,0.00008788654,0.00005996366,0.0009074707,0.000762273,0.00003691507],"category_scores_gemma":[0.0000243833,0.0007148355,0.001133419,0.0003594332,0.0002007411,0.0000990146,0.0003852727,0.000648709,0.000020249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119962,"about_ca_system_score_gemma":0.0002671767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004299908,"about_ca_topic_score_gemma":4.843733e-7,"domain_scores_codex":[0.9972653,0.00005474899,0.001120638,0.0008086583,0.0003002882,0.0004503414],"domain_scores_gemma":[0.997403,0.00003884354,0.0008578618,0.001553359,0.00006860329,0.00007835196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003992156,0.00107568,0.000004471238,0.08702602,0.00110551,0.0004738734,0.00001607756,0.00005235373,0.5920889,0.0107379,0.0004811025,0.3068982],"study_design_scores_gemma":[0.0001221372,0.00002311043,1.679262e-8,0.003200969,0.0004766064,0.00005902078,0.000002404416,0.00002574699,0.5425907,0.001177598,0.4517066,0.000615091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005959492,0.8818656,0.112447,0.000007145952,0.00003053209,0.001325782,0.0003667356,0.0001519286,0.003209315],"genre_scores_gemma":[0.00009133211,0.9098553,0.08596683,0.000007632147,0.0000947345,0.001247504,0.001363456,0.0002474252,0.001125754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4512255,"threshold_uncertainty_score":0.9995303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631311989694141,"score_gpt":0.2853193313789505,"score_spread":0.2690062114820091,"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."}}