{"id":"W2152456010","doi":"10.1093/ndt/gfn683","title":"Molecular predictors for anaemia after kidney transplantation","year":2008,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Austrian Science Fund; Amgen","keywords":"Medicine; Kidney disease; Transplantation; Kidney transplantation; Dialysis; Internal medicine; Comorbidity; Nephrology; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005570716,0.0002175247,0.000279968,0.0007758031,0.0001838158,0.0004454657,0.0001847407,0.0002699407,0.0008695572],"category_scores_gemma":[0.001189322,0.00008317841,0.0002721614,0.0006137409,0.0002369893,0.0001172929,0.0002395212,0.0003547091,0.0001099881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018677,"about_ca_system_score_gemma":0.0002377268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005413087,"about_ca_topic_score_gemma":0.0003916787,"domain_scores_codex":[0.9997725,0.00006297132,0.00002178203,0.00004889025,0.00006026544,0.00003355672],"domain_scores_gemma":[0.9989806,0.000229747,0.0005684665,0.00003776574,0.00007232702,0.0001110472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004642163,0.00003318868,0.9921058,0.00002895345,0.00006605584,0.0001579781,0.0000243112,0.0001631183,0.003887799,0.00003302945,0.00007043487,0.002965023],"study_design_scores_gemma":[0.000008291018,0.0001173116,0.9977887,0.000005861594,0.00006223864,0.0006080275,0.00002983849,0.000520353,0.0006561842,0.00006755006,0.00013296,0.000002659589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987619,0.0007261349,0.0002313753,0.00003433348,0.000004324316,0.000005077575,0.00009981903,0.000006178933,0.0001308504],"genre_scores_gemma":[0.9994776,0.0001146287,0.0001996732,0.00001213707,0.00001027205,0.000003887128,0.0001292019,0.000001398415,0.00005131868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008695572,"threshold_uncertainty_score":0.002946079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009314007410053254,"score_gpt":0.244634079172994,"score_spread":0.2353200717629408,"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."}}