{"id":"W4405583928","doi":"10.1007/s40620-024-02170-9","title":"Epidemiology and early predictors of Fabry nephropathy: evaluation of long-term outcomes from a national Fabry centre","year":2024,"lang":"en","type":"article","venue":"Journal of Nephrology","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Fabry disease; Epidemiology; Nephrology; Nephropathy; Pediatrics; Term (time); Internal medicine; Intensive care medicine; Endocrinology; Diabetes mellitus; Disease","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":[0.001789163,0.000193126,0.0003004645,0.0008311828,0.0006065606,0.0008142347,0.0007042626,0.0004153746,0.001325631],"category_scores_gemma":[0.005553871,0.0001631145,0.0003560966,0.001250757,0.0002933902,0.0007090464,0.001287875,0.0005248792,0.0002637123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081026,"about_ca_system_score_gemma":0.0008575419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455817,"about_ca_topic_score_gemma":0.02889086,"domain_scores_codex":[0.999061,0.0002290902,0.0001101189,0.0002095791,0.0002122071,0.0001778428],"domain_scores_gemma":[0.9933292,0.0006464014,0.003520621,0.0002935859,0.00106388,0.001146425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000229774,0.000005949608,0.9996105,0.000003815659,0.000007525078,0.00001568591,0.0000317876,0.00001237099,0.00001350294,0.0000028119,0.0000330998,0.0002400437],"study_design_scores_gemma":[0.000001570101,0.00002648414,0.9997044,0.000005427323,0.000006587805,0.00004641304,0.00007978079,0.00006188331,0.00001039115,0.000003667568,0.00005185631,0.000001554991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987959,0.0001489505,0.00004055646,0.00006930659,0.000002689267,0.000008741773,0.0006550565,0.000002015347,0.0002768116],"genre_scores_gemma":[0.9992263,0.00005265431,0.00005669686,0.00001559875,0.000005272202,0.000009772661,0.0005550269,9.467297e-7,0.0000777845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455817,"threshold_uncertainty_score":0.04883045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08130026653794432,"score_gpt":0.3839194479871631,"score_spread":0.3026191814492188,"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."}}