{"id":"W2784980079","doi":"10.1016/j.kisu.2017.10.011","title":"Global coverage of health information systems for kidney disease: availability, challenges, and opportunities for development","year":2018,"lang":"en","type":"review","venue":"Kidney International Supplements","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"International Society of Nephrology","keywords":"Kidney disease; Medicine; Nephrology; Global health; Environmental health; Health care; Dialysis; Disease; Acute kidney injury; Public health; Intensive care medicine; Economic growth; Internal medicine; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0007271435,0.0003844654,0.001175104,0.0002023936,0.00009880583,0.00004418241,0.0002347907,0.0001271449,0.0001751384],"category_scores_gemma":[0.0009531832,0.0003382389,0.0003162234,0.00004686639,0.00007655514,0.0002673162,0.0001590739,0.00005573847,0.000009677822],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009424447,"about_ca_system_score_gemma":0.007753439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861025,"about_ca_topic_score_gemma":0.000002056056,"domain_scores_codex":[0.9971455,0.00006673382,0.001498982,0.0003653435,0.0005682329,0.0003551886],"domain_scores_gemma":[0.9971248,0.0001091712,0.0008544798,0.0002947174,0.0005035927,0.001113244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001224633,0.0002306699,0.0001470122,0.1307163,0.001061712,8.998893e-7,0.00008861685,7.121434e-8,1.187703e-8,0.003774657,0.4024735,0.461384],"study_design_scores_gemma":[0.002427712,0.0001974178,0.00006530686,0.01579226,0.0005544786,0.00000559985,0.00005364137,0.00003934756,3.559108e-7,0.0001577501,0.9804628,0.0002433658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004027876,0.9361104,0.0005859403,0.002091274,0.001079472,0.004284304,0.05494451,0.00003397606,0.000866089],"genre_scores_gemma":[0.00005174254,0.9247704,0.0004237658,0.001325452,0.0003000352,0.001404353,0.0713058,0.00002698711,0.0003914322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5779892,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194625511819369,"score_gpt":0.3741996230789244,"score_spread":0.2547370718969875,"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."}}