{"id":"W3181072695","doi":"10.1136/bmjopen-2020-047245","title":"Current status of health systems financing and oversight for end-stage kidney disease care: a cross-sectional global survey","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Health care; Public health; Kidney disease; Global health; Cross-sectional study; Developing country; Environmental health; Family medicine; Economic growth; Nursing","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":[0.005094776,0.000274864,0.0003269531,0.00161532,0.0003079514,0.0009135968,0.0004430807,0.0005238379,0.001753752],"category_scores_gemma":[0.01029389,0.0003504613,0.0006044893,0.002855714,0.0004697472,0.001872967,0.00118686,0.0006215213,0.0004018703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276177,"about_ca_system_score_gemma":0.001121209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007420919,"about_ca_topic_score_gemma":0.006554061,"domain_scores_codex":[0.9975188,0.001006666,0.0004735832,0.0002643228,0.0004355395,0.000301074],"domain_scores_gemma":[0.9878094,0.002431162,0.006623522,0.0005275991,0.001616027,0.0009921924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001665113,0.00001836542,0.9969767,0.00007458483,0.00004652898,0.00002037834,0.0004031603,0.00006424882,0.00007021814,0.00003819701,0.000560726,0.001710257],"study_design_scores_gemma":[0.000003368505,0.0000540519,0.9979874,0.00004367315,0.00001241444,0.00007061459,0.0009202722,0.00008646411,0.00004018229,0.00001910911,0.000757018,0.000005552757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850241,0.0005228799,0.0003064239,0.000583658,0.00001019844,0.0001022742,0.01121871,0.00001827394,0.002213501],"genre_scores_gemma":[0.9929792,0.0004445782,0.0004198031,0.0002485387,0.00001095221,0.0001477397,0.005549784,0.000004989349,0.0001942783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007420919,"threshold_uncertainty_score":0.0269441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09961496341375689,"score_gpt":0.4406442989373247,"score_spread":0.3410293355235677,"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."}}