{"id":"W4308365395","doi":"10.1007/s40620-022-01468-w","title":"Urinary epidermal growth factor/monocyte chemotactic peptide 1 ratio as non-invasive predictor of Mayo clinic imaging classes in autosomal dominant polycystic kidney disease","year":2022,"lang":"en","type":"article","venue":"Journal of Nephrology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Horizon 2020 Framework Programme","keywords":"Medicine; Monocyte; Epidermal growth factor; Renal function; Autosomal dominant polycystic kidney disease; Urinary system; Internal medicine; Kidney disease; Polycystic kidney disease; Kidney; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008776602,0.0005017687,0.0003656775,0.0007960181,0.0003167726,0.0005456755,0.0003605656,0.0004423859,0.0005923033],"category_scores_gemma":[0.002368523,0.0001638967,0.0003372962,0.0003679282,0.0002898003,0.000183247,0.0003853372,0.0004999314,0.0001180351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645572,"about_ca_system_score_gemma":0.0002817642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620595,"about_ca_topic_score_gemma":0.005602559,"domain_scores_codex":[0.9996483,0.00009692008,0.00003422623,0.00009600585,0.00008160579,0.00004290553],"domain_scores_gemma":[0.9981437,0.0004862805,0.0007589497,0.00008987254,0.0001910814,0.0003301643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001689844,0.00001566804,0.998343,0.000004962129,0.00003354013,0.0000591331,0.00001436808,0.00006799431,0.0004698212,0.000004062753,0.00004708705,0.0007712966],"study_design_scores_gemma":[0.000005301781,0.00005680573,0.9988685,0.000002218528,0.00002683985,0.0001855907,0.0000145184,0.0006571671,0.0001453331,0.0000113431,0.00002437487,0.000002076936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995603,0.0001252319,0.00009637202,0.00001585741,0.000002208541,0.000003663645,0.00009206474,0.00000731426,0.00009695592],"genre_scores_gemma":[0.9996688,0.00002446681,0.0001261407,0.000005914235,0.000003516193,0.000002824624,0.0001323767,0.000001205383,0.00003471971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003620595,"threshold_uncertainty_score":0.007199049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008998202355843062,"score_gpt":0.2567451551271024,"score_spread":0.2477469527712593,"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."}}