{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004162768,0.0006546114,0.001472978,0.004931886,0.0003950111,0.00244329,0.001065638,0.001411093,0.00563061],"category_scores_gemma":[0.01008843,0.0002814512,0.000925769,0.008224448,0.0008015166,0.00337378,0.001621109,0.001717897,0.0007904186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714818,"about_ca_system_score_gemma":0.008032971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005819805,"about_ca_topic_score_gemma":0.008224471,"domain_scores_codex":[0.9985471,0.000414039,0.0002652501,0.0001376922,0.0005228306,0.0001131049],"domain_scores_gemma":[0.9893311,0.006951558,0.001517913,0.0001593542,0.001592086,0.000448085],"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":[0.00005139112,0.00003611988,0.001015359,0.0323315,0.0002199416,0.00005716993,0.0002045334,0.0002402002,0.0002544825,0.006823838,0.02701562,0.9317498],"study_design_scores_gemma":[0.00001607551,0.00007254689,0.004722963,0.05612806,0.0005285229,0.0004309756,0.0004924708,0.0001816747,0.0002660535,0.003647199,0.9334851,0.00002833873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002003592,0.9954332,0.0000936231,0.002777288,0.0001764185,0.00000535249,0.00009067213,0.000007644061,0.001215467],"genre_scores_gemma":[0.00167689,0.9972302,0.0002065668,0.0004681268,0.0002093185,0.000005673558,0.00006296202,0.000001822471,0.0001383506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005819805,"threshold_uncertainty_score":0.02201509,"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."}}