{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757851,0.0005704949,0.000600565,0.003254313,0.0003375906,0.001108925,0.0004327944,0.001157304,0.001243865],"category_scores_gemma":[0.002894344,0.0001833953,0.0003654609,0.001373719,0.0003438762,0.0005265067,0.0004816529,0.0005992865,0.0003813895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004430828,"about_ca_system_score_gemma":0.0004205015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009807345,"about_ca_topic_score_gemma":0.0008473167,"domain_scores_codex":[0.999206,0.0003340439,0.00009199481,0.00009724969,0.0001868228,0.00008400878],"domain_scores_gemma":[0.9989628,0.0002946561,0.0003669189,0.00005164575,0.0001950085,0.0001289986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002635973,0.0005355537,0.6353602,0.001416187,0.0007500396,0.002066128,0.0003370983,0.001751421,0.08753829,0.005894542,0.007193719,0.2545208],"study_design_scores_gemma":[0.0001882552,0.002306802,0.8673747,0.0005460036,0.0007028579,0.01090098,0.0004109316,0.004555611,0.0513209,0.009312323,0.05226437,0.0001163576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7790691,0.1776922,0.01564281,0.003391878,0.0005541089,0.0004487193,0.003261888,0.0005245327,0.01941483],"genre_scores_gemma":[0.9717016,0.01054795,0.01257573,0.0006160893,0.0002269851,0.000184692,0.001050957,0.000008941933,0.003087052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003254313,"threshold_uncertainty_score":0.009296477,"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."}}