{"id":"W6976279628","doi":"10.60692/dj28w-41642","title":"Global case studies for chronic kidney disease/end-stage kidney disease care","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Kidney disease; Dialysis; Scope (computer science); Disease; Kidney; Health care; Public health","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":[0.004913556,0.0003849903,0.0003737691,0.001654707,0.003756309,0.002186761,0.0009360589,0.001438485,0.01137484],"category_scores_gemma":[0.008625679,0.0001699471,0.0007749327,0.004319183,0.00205482,0.001627995,0.004032935,0.001678388,0.000414344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863043,"about_ca_system_score_gemma":0.003501155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02838378,"about_ca_topic_score_gemma":0.07187189,"domain_scores_codex":[0.995644,0.002947341,0.0002077597,0.0001601135,0.0003363948,0.0007045129],"domain_scores_gemma":[0.9957592,0.002167957,0.0005653574,0.0003844974,0.0005546979,0.000568283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000585004,0.0007681131,0.2875766,0.004676151,0.0005734753,0.06873444,0.1474628,0.003822179,0.001000616,0.2314125,0.1151481,0.1382401],"study_design_scores_gemma":[0.0001739798,0.0004045459,0.1372145,0.005811112,0.0003807066,0.05378905,0.3288432,0.002117847,0.001060293,0.02975944,0.4403152,0.0001301647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6854033,0.01644801,0.01184079,0.0291794,0.0007448673,0.001646516,0.003526495,0.00007416009,0.2511365],"genre_scores_gemma":[0.9675124,0.008184049,0.009987018,0.003852745,0.00009905836,0.0007650006,0.001040112,0.00005174829,0.008507906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02838378,"threshold_uncertainty_score":0.05643713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954128425085376,"score_gpt":0.2720894543159567,"score_spread":0.2325481700651029,"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."}}