{"id":"W4397046845","doi":"10.1681/asn.20223311s1829c","title":"Risk Factors for Developing Low eGFR and Albuminuria in Living Kidney Donors","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Albuminuria; Medicine; Urology; Renal function; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006728633,0.00008885292,0.0004660366,0.00005308922,0.0001152795,0.00000345204,0.0001632428,0.00002876091,0.000007178849],"category_scores_gemma":[0.0003584022,0.00005698278,0.0003912642,0.0002103606,0.0002942888,0.00003380699,0.0001590228,0.0003589982,6.87616e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009571644,"about_ca_system_score_gemma":0.0001821936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140081,"about_ca_topic_score_gemma":0.000005052214,"domain_scores_codex":[0.9990617,0.0001896984,0.0003250076,0.00009799172,0.0001552315,0.0001703473],"domain_scores_gemma":[0.9986528,0.0003611916,0.0007629557,0.0001125443,0.00006010837,0.00005046944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007419994,0.000239255,0.8244506,0.0001750157,0.001017545,0.00001567861,0.0126705,0.0004530115,0.1196935,0.00002913372,0.03224532,0.00826848],"study_design_scores_gemma":[0.001075517,0.001292909,0.974511,0.00006877756,0.0001380644,0.0004002434,0.01269088,0.000253774,0.000866349,0.0002892096,0.008320033,0.00009323638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928706,0.0002309314,0.0004391619,0.006215623,0.00009255856,0.0001343012,0.000008142935,0.000003621345,0.000005045696],"genre_scores_gemma":[0.9856218,0.0007443616,0.008484128,0.005009689,0.00008356906,0.000005429868,6.572612e-7,0.0000107749,0.00003961581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1500604,"threshold_uncertainty_score":0.232369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876909490661988,"score_gpt":0.2760713410532419,"score_spread":0.257302246146622,"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."}}