{"id":"W2901041836","doi":"10.1111/nep.13531","title":"International comparison of trends in patients commencing renal replacement therapy by primary renal disease","year":2018,"lang":"en","type":"article","venue":"Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal replacement therapy; Incidence (geometry); Kidney disease; Internal medicine; Population; Autosomal dominant polycystic kidney disease; Disease; End stage renal disease; Confidence interval; Hemodialysis; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149669,0.0001647133,0.0005294885,0.002497942,0.0001543771,0.000649666,0.0003230507,0.0002885247,0.001424968],"category_scores_gemma":[0.004902272,0.0001310355,0.001101936,0.004511999,0.0001532546,0.0005913441,0.0003328599,0.0004035606,0.0002284884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075179,"about_ca_system_score_gemma":0.0005087997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150008,"about_ca_topic_score_gemma":0.003849371,"domain_scores_codex":[0.9985978,0.0001985751,0.0004608151,0.0003954765,0.0002347386,0.0001125326],"domain_scores_gemma":[0.9948142,0.0008314626,0.003013422,0.0001867902,0.0009116824,0.0002424943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002986271,0.00002144926,0.9907355,0.0003964213,0.0006928552,0.00005185883,0.0001065291,0.0001364259,0.0001676228,0.0001305099,0.0004356307,0.006826487],"study_design_scores_gemma":[0.000008993829,0.00009722464,0.9976605,0.00007423398,0.0001770828,0.0002730428,0.0002031139,0.0001351967,0.00009348826,0.00003191525,0.001239878,0.000005324258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535564,0.02466643,0.0006872783,0.0004143017,0.00009145483,0.00004460618,0.01657311,0.00003644572,0.003929889],"genre_scores_gemma":[0.987147,0.004384749,0.0003945972,0.00009374343,0.00004981939,0.00003458446,0.007642227,0.000008883406,0.0002444424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150008,"threshold_uncertainty_score":0.008251667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575181357561737,"score_gpt":0.3045940332164276,"score_spread":0.2888422196408102,"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."}}