{"id":"W2131897222","doi":"10.2215/cjn.06090809","title":"Biomarkers of Fabry Disease Nephropathy","year":2009,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fondazione Internazionale Menarini; Amicus Therapeutics","keywords":"Medicine; Enzyme replacement therapy; Globotriaosylceramide; Fabry disease; Proteinuria; Albuminuria; Biomarker; Disease; Internal medicine; Clinical trial; Biomarker discovery; Nephropathy; Urinary system; Oncology; Urology; Kidney; Proteomics; Endocrinology; Diabetes mellitus","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001163928,0.0001385417,0.001002289,0.00005759564,0.00004861256,0.000003493486,0.0005625769,0.00009582406,0.00005344566],"category_scores_gemma":[0.0006872836,0.00008840228,0.001783711,0.0005240302,0.003175171,0.00005256766,0.0001185121,0.0006526798,0.00000305502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004825344,"about_ca_system_score_gemma":0.0005249892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002452789,"about_ca_topic_score_gemma":5.70451e-7,"domain_scores_codex":[0.9973113,0.0004368128,0.001202882,0.0001747873,0.000581315,0.0002928867],"domain_scores_gemma":[0.9964587,0.0005993563,0.001640063,0.0004754341,0.0004797779,0.0003466511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01392932,0.003313788,0.4173247,0.0001271296,0.002151878,0.0001281529,0.0004602968,0.00002302912,0.04389496,0.00008031195,0.2529358,0.2656307],"study_design_scores_gemma":[0.003042269,0.005441638,0.9730399,0.00009132951,0.0004070005,0.0001442578,0.0007183169,0.0002920401,0.0001687868,0.001081975,0.01546895,0.0001035828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558586,0.0009158094,0.0004894669,0.04233206,0.0001165966,0.0001653656,0.000006359537,0.000006015219,0.0001096752],"genre_scores_gemma":[0.9617334,0.001259035,0.002709833,0.03396414,0.0002654063,5.843496e-7,8.255569e-7,0.00001291981,0.00005383503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557151,"threshold_uncertainty_score":0.9995376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367049408508556,"score_gpt":0.3889654222544631,"score_spread":0.3452949281693776,"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."}}