{"id":"W4404565629","doi":"10.1016/j.clinbiochem.2024.110853","title":"Discordance between creatinine and cystatin C-based estimation of glomerular filtration rate (eGFR) in solid organ transplant recipients","year":2024,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"University Health Network","keywords":"Renal function; Cystatin C; Creatinine; Urology; Medicine; Internal medicine","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":[0.0003777451,0.0001208964,0.0003321308,0.00003752881,0.00001622648,0.00001539714,0.00004644607,0.000123243,0.00008116462],"category_scores_gemma":[0.0007485451,0.0001049812,0.00008100321,0.0001787787,0.0001474989,0.0000443806,0.00001089105,0.0001826521,0.000007282235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003667895,"about_ca_system_score_gemma":0.0003343859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001001154,"about_ca_topic_score_gemma":0.000001036358,"domain_scores_codex":[0.998746,0.00004080542,0.0006135458,0.000327903,0.0001298538,0.0001418596],"domain_scores_gemma":[0.999026,0.0004877752,0.00007733091,0.0001959217,0.00003163588,0.0001813549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005622943,0.0006130097,0.7559307,0.003837889,0.0001571037,0.0001015504,0.0001450687,0.00005830524,0.2012931,0.00002007842,0.0009671035,0.03631381],"study_design_scores_gemma":[0.003499485,0.0003938849,0.3400161,0.0045545,0.0003755295,0.000003584291,0.00003552402,0.02125431,0.6293321,0.0002370966,0.00007428022,0.0002236418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972814,0.000788071,0.0005978649,0.0007443234,0.00006046677,0.0001525172,0.000208817,0.00003639136,0.0001301424],"genre_scores_gemma":[0.9978182,0.00009952547,0.0007020641,0.0001189813,0.0001238717,0.00001123643,0.001023797,0.00001341199,0.00008886748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428039,"threshold_uncertainty_score":0.4281008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104369805705112,"score_gpt":0.3634502515164033,"score_spread":0.3424065534593522,"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."}}