{"id":"W3114787157","doi":"10.1093/ndt/gfaa343","title":"Availability, coverage, and scope of health information systems for kidney care across world countries and regions","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":20,"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":"International Society of Nephrology","keywords":"Medicine; Kidney disease; Global health; Nephrology; Environmental health; Dialysis; Health care; Public health; 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":[0.01525776,0.0002645678,0.0003873605,0.005033711,0.0003951154,0.001958137,0.0009592642,0.0004249389,0.001897254],"category_scores_gemma":[0.05089986,0.0002712242,0.0006389292,0.00983585,0.0009557641,0.002798259,0.002536881,0.0006325298,0.000202036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483377,"about_ca_system_score_gemma":0.002413979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596246,"about_ca_topic_score_gemma":0.008588153,"domain_scores_codex":[0.9872118,0.006101342,0.002204962,0.001469458,0.001958308,0.001054172],"domain_scores_gemma":[0.9179848,0.0444627,0.02272236,0.004904825,0.007522852,0.002402493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009002464,0.00002576948,0.9524381,0.000822629,0.0003948642,0.00007109327,0.002441819,0.001191831,0.0001596875,0.002141847,0.003573966,0.03664844],"study_design_scores_gemma":[0.0000135514,0.0000868054,0.9840349,0.001154836,0.0001728036,0.0002479363,0.0039224,0.0008997628,0.0002256027,0.001052788,0.008157355,0.00003132597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419662,0.01279068,0.003507547,0.006034686,0.00007073384,0.0001369797,0.02199795,0.0001228602,0.01337237],"genre_scores_gemma":[0.9928077,0.001999682,0.001170637,0.0002786151,0.00003716749,0.00006345007,0.00354004,0.000009544891,0.00009309235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596246,"threshold_uncertainty_score":0.0806917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479280341933996,"score_gpt":0.2798387685258237,"score_spread":0.2650459651064838,"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."}}