{"id":"W2173829658","doi":"10.1111/ajt.13540","title":"Estimated GFR for Living Kidney Donor Evaluation","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Health Resources and Services Administration; Minneapolis Medical Research Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences; National Institutes of Health; National Kidney Foundation","keywords":"Medicine; Urology; Renal function; Kidney; Kidney transplantation; 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":[0.000921401,0.00009796856,0.000235602,0.0002405736,0.00003868632,0.00002024274,0.00005170342,0.00003107828,0.00004358386],"category_scores_gemma":[0.000281312,0.00008606396,0.00009150638,0.0002378562,0.00005297988,0.0002555719,9.26102e-7,0.00009573605,0.000007449888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052672,"about_ca_system_score_gemma":0.0004888101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002120438,"about_ca_topic_score_gemma":0.000005972863,"domain_scores_codex":[0.9987879,0.00008901532,0.000414155,0.0001009751,0.0004868792,0.0001210823],"domain_scores_gemma":[0.9982401,0.0001540447,0.0003645626,0.00006527277,0.0009137846,0.0002622849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.020459,0.001506538,0.2384563,0.001511895,0.00145141,0.0002066688,0.04354656,0.0072049,0.07428555,0.001180559,0.005851582,0.604339],"study_design_scores_gemma":[0.04074816,0.01464387,0.8028072,0.004234256,0.01007594,0.00812935,0.006438921,0.05739126,0.05011453,0.001409296,0.002990005,0.00101726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855755,0.00008066087,0.1109764,0.001934737,0.0003677685,0.0004307432,0.00003709297,0.00003081757,0.0005663623],"genre_scores_gemma":[0.9810308,0.0001377294,0.01794945,0.0005207907,0.0001563798,0.00000970322,0.0001467363,0.00001822772,0.00003017059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6033217,"threshold_uncertainty_score":0.3509586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505756953516573,"score_gpt":0.3539950333328319,"score_spread":0.2989374637976662,"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."}}