{"id":"W4327959699","doi":"10.1016/j.ekir.2023.02.539","title":"WCN23-0776 BARRIERS TO ACCESSING ESSENTIAL MEDICINES IN NEPHROLOGY AND RELATED NON-COMMUNICABLE DISEASES: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Nephrology; Family medicine; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006097531,0.000319987,0.001534768,0.0007427728,0.00007750323,0.00005007083,0.0001841706,0.0002191252,0.001186596],"category_scores_gemma":[0.003653329,0.0002783142,0.0002094269,0.0006491775,0.0000759534,0.0001679344,0.0001307734,0.0004182025,0.00003461225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017201,"about_ca_system_score_gemma":0.001771053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007751558,"about_ca_topic_score_gemma":0.00004109633,"domain_scores_codex":[0.9969972,0.0001181667,0.001566452,0.00055323,0.0005285656,0.0002364066],"domain_scores_gemma":[0.9979427,0.0002035196,0.0006212267,0.0003976414,0.0001576283,0.000677232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001727033,0.0003206632,0.004057889,0.6676593,0.002888002,0.0234654,0.00143356,0.000008906254,0.00003157118,0.0002135194,0.05034087,0.2494076],"study_design_scores_gemma":[0.0006079929,0.00003771391,0.0003264673,0.681287,0.001545701,0.002888665,0.0000309866,0.00003735495,0.000001707947,0.00007222687,0.3128692,0.0002950292],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006104862,0.987703,0.00003543894,0.006040952,0.001310996,0.002317448,0.00005482032,0.0001079989,0.002368289],"genre_scores_gemma":[0.0002425531,0.9922827,0.0001080279,0.004048255,0.0001750578,0.0002321299,0.002017914,0.00006759718,0.000825748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2625283,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747928699314112,"score_gpt":0.3992108687571152,"score_spread":0.3717315817639741,"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."}}