{"id":"W2781442716","doi":"10.1097/tp.0000000000001819","title":"Clinical Utility of Complement Dependent Assays in Kidney Transplantation","year":2017,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunology; Context (archaeology); Transplantation; Human leukocyte antigen; Kidney transplantation; Antibody; Complement system; Medicine; Biology; Antigen; Internal medicine","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":[0.001542805,0.0006834968,0.001640926,0.003348555,0.0002204289,0.001175842,0.0008990638,0.001179108,0.002015097],"category_scores_gemma":[0.002473962,0.0002768058,0.0008398044,0.002764484,0.0006603021,0.001182198,0.0007672163,0.001933396,0.0007754387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007236479,"about_ca_system_score_gemma":0.001397926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284405,"about_ca_topic_score_gemma":0.001874792,"domain_scores_codex":[0.9994228,0.0001459319,0.0001237959,0.00007525067,0.0002058184,0.00002635006],"domain_scores_gemma":[0.9986218,0.0008733484,0.0001517176,0.00002946885,0.0002868854,0.00003681699],"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":[0.00008508619,0.00005547917,0.0004609587,0.02559574,0.000197421,0.0001365585,0.00006388938,0.0003134584,0.0007181778,0.003182995,0.01211589,0.9570743],"study_design_scores_gemma":[0.00003619426,0.0001808687,0.00342517,0.02020657,0.0005102873,0.00195971,0.0001276845,0.0002346978,0.0009146109,0.004868492,0.9674854,0.00005035822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006367504,0.9992388,0.00006625168,0.0002094517,0.00008731463,0.000002309618,0.000008238964,0.000002510023,0.0003214677],"genre_scores_gemma":[0.0006154369,0.9988728,0.0001304973,0.0001413543,0.0001241458,0.000003911333,0.00001210323,7.5897e-7,0.00009896627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003348555,"threshold_uncertainty_score":0.00815922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247539139051522,"score_gpt":0.4851675381308185,"score_spread":0.2376283990792965,"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."}}