{"id":"W4411674825","doi":"10.34067/kid.0000000795","title":"Clinic Models for Care Delivery in CKD","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Health care delivery; Medicine; Health care; Political science","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":[0.02214979,0.001081889,0.0006105885,0.001957349,0.005377231,0.01240562,0.00488383,0.005313049,0.05429959],"category_scores_gemma":[0.02792447,0.0006768333,0.001797541,0.002188693,0.007185555,0.008330487,0.01180627,0.00675834,0.00468161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02743893,"about_ca_system_score_gemma":0.0459121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05188032,"about_ca_topic_score_gemma":0.06351151,"domain_scores_codex":[0.981901,0.01231614,0.0005834981,0.001432161,0.002234084,0.00153316],"domain_scores_gemma":[0.9811893,0.009040702,0.001091931,0.001364276,0.002553446,0.004760414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006322956,0.0002657747,0.002782381,0.00039378,0.00005589309,0.0001537549,0.004014337,0.003021512,0.00004339943,0.8628211,0.08280025,0.04358462],"study_design_scores_gemma":[0.0002183326,0.0002372916,0.002316945,0.001897637,0.00006211663,0.000364145,0.00607057,0.01246643,0.00007725352,0.5795704,0.3966196,0.00009928568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01430367,0.01510491,0.1881381,0.3637633,0.007173963,0.002529049,0.00176314,0.001946058,0.4052778],"genre_scores_gemma":[0.4939562,0.01878285,0.3479553,0.06007333,0.003500252,0.009854487,0.002378611,0.0009347034,0.06256419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05429959,"threshold_uncertainty_score":0.1990843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033601545456633,"score_gpt":0.309658623539436,"score_spread":0.2893226080848697,"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."}}