{"id":"W2738954518","doi":"10.1097/tp.0000000000001770","title":"Summary of Kidney Disease","year":2017,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Canadian Society of Nephrology; National Institutes of Health; Astellas Pharma; Canadian Blood Services; Minneapolis Medical Research Foundation","keywords":"Guideline; Kidney donation; Medicine; Donation; Intensive care medicine; Kidney disease; Disease; Family medicine; Kidney transplantation; Risk analysis (engineering); Transplantation; Surgery; Political science; Internal medicine; Pathology","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":[0.0001108522,0.0002350838,0.0008964614,0.0002611686,0.00006243534,0.0000151682,0.0001145175,0.0001667308,0.000185539],"category_scores_gemma":[0.00005116698,0.0001983987,0.0003762086,0.00009250611,0.00006233867,0.0001122729,0.000002705013,0.0001753929,0.00008305339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032138,"about_ca_system_score_gemma":0.0008378886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009988481,"about_ca_topic_score_gemma":0.000002425538,"domain_scores_codex":[0.9987881,0.0000567852,0.0005042148,0.0002430343,0.0002846135,0.0001232708],"domain_scores_gemma":[0.9988447,0.00005904654,0.0003517332,0.0003426791,0.00006868195,0.0003331355],"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":[0.0002468869,0.0001192253,0.0001306696,0.2133543,0.0002235846,0.000203686,0.0001320752,1.730228e-7,0.000004196756,0.0005433085,0.0005825454,0.7844593],"study_design_scores_gemma":[0.001169764,0.0000471893,0.0008153704,0.04124413,0.007535338,0.0001008632,0.000001814134,0.000003889143,0.00002057423,0.00003047627,0.9488232,0.0002073975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005267925,0.99218,0.0003224697,0.0001071166,0.0002244254,0.0008011801,0.001110396,0.00005754325,0.005191539],"genre_scores_gemma":[0.0001098911,0.9882503,0.0001514565,0.00007696986,0.0001047225,0.000033756,0.009836335,0.00004277596,0.001393842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9482406,"threshold_uncertainty_score":0.8090465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08184722626781736,"score_gpt":0.3797304592311191,"score_spread":0.2978832329633017,"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."}}