{"id":"W2161363481","doi":"10.1074/mcp.m110.000554","title":"Proteomic Signatures in Plasma during Early Acute Renal Allograft Rejection","year":2010,"lang":"en","type":"article","venue":"Molecular & Cellular Proteomics","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Victoria; Institute of Infection and Immunity; Prevention of Organ Failure; University of British Columbia","funders":"Novartis Pharma; Genome Canada","keywords":"Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00013871,0.0002722492,0.0003173763,0.0002604955,0.00008679499,0.00004904082,0.0001207155,0.00027981,0.00004252599],"category_scores_gemma":[0.00002082085,0.0002447802,0.0001924206,0.0002534054,0.00005689379,0.00010129,0.00002860228,0.0007626237,0.00003883771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007133006,"about_ca_system_score_gemma":0.00007473834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000983378,"about_ca_topic_score_gemma":0.0000251407,"domain_scores_codex":[0.998467,0.00005289616,0.0003546635,0.0004342043,0.0003174543,0.0003737475],"domain_scores_gemma":[0.999307,0.000009112833,0.000109839,0.0003628102,0.00005771518,0.0001534716],"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":[0.0005491067,0.0001535628,0.01516698,0.0001001429,0.0001827271,0.002032728,0.000132764,0.0001484169,0.981301,0.0001293179,0.000001644647,0.0001015825],"study_design_scores_gemma":[0.003818994,0.0002180416,0.05506581,0.0001402429,0.0001476404,0.0001660973,0.000004423763,0.0003853555,0.9396817,0.0001150513,0.00004263388,0.0002139954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995831,0.00002910599,0.001514886,0.0001792502,0.0001638123,0.001837242,0.00001184258,0.00008452477,0.0003483355],"genre_scores_gemma":[0.9794077,0.00002474956,0.01937479,0.00007269973,0.00006485346,0.0002037152,0.00009534159,0.00005847388,0.0006977305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04161931,"threshold_uncertainty_score":0.9981846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005341299023535612,"score_gpt":0.2343030829508289,"score_spread":0.2289617839272933,"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."}}