{"id":"W2605332444","doi":"10.1038/nrneph.2017.43","title":"Renal and cardiac assessment of living kidney donor candidates","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Kidney; Intensive care medicine; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773689,0.0003493945,0.003247271,0.000240653,0.00007632028,0.00001806071,0.0001567417,0.0009748554,0.0002042791],"category_scores_gemma":[0.0006726396,0.0002394749,0.0004797325,0.0001164882,0.0001167408,0.00005690566,0.00004641594,0.001163655,0.00001924136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006012561,"about_ca_system_score_gemma":0.0005649956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008984689,"about_ca_topic_score_gemma":0.000007442197,"domain_scores_codex":[0.998063,0.0004072635,0.0007558618,0.0003990626,0.0001748138,0.0002000395],"domain_scores_gemma":[0.9979919,0.0003624182,0.000868572,0.0005154904,0.00008640208,0.0001752339],"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":[0.000006924804,0.00003571273,0.0005980326,0.05284526,0.0004172681,0.00001716058,0.00002567976,3.351875e-9,0.00001171655,0.000648298,0.00655701,0.9388369],"study_design_scores_gemma":[0.0001393014,0.00009324319,0.00157383,0.03344568,0.00354656,0.0001427802,5.376072e-7,0.000001214921,6.413696e-7,0.000004651406,0.9608945,0.0001570349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003910563,0.9956579,0.00001474714,0.0002692611,0.0003666062,0.00144944,0.0001330575,0.00001831575,0.002086719],"genre_scores_gemma":[0.00003816582,0.9970206,0.0008840016,0.0005920127,0.0003626189,0.00008378668,0.000406882,0.00003387265,0.0005780325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543375,"threshold_uncertainty_score":0.9765504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074906168642421,"score_gpt":0.4063823140647561,"score_spread":0.3656332523783319,"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."}}