{"id":"W2797818831","doi":"10.1016/j.kint.2018.02.006","title":"Improving the prognosis of patients with severely decreased glomerular filtration rate (CKD G4+): conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference","year":2018,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Kidney disease; Medicine; Renal function; Context (archaeology); Intensive care medicine; Nephrology; Cohort; Internal medicine; Disease; Heart failure","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":[0.09030085,0.00171168,0.003559406,0.002742176,0.0009878606,0.005288099,0.00327482,0.00411833,0.00303584],"category_scores_gemma":[0.1249482,0.0005646357,0.007636711,0.002864794,0.001529318,0.003354593,0.004032407,0.009674104,0.0006156182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004133524,"about_ca_system_score_gemma":0.01113103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121304,"about_ca_topic_score_gemma":0.01488627,"domain_scores_codex":[0.9818486,0.01259329,0.001541173,0.001143321,0.00235432,0.0005192482],"domain_scores_gemma":[0.868839,0.1010934,0.005032541,0.002664227,0.01923253,0.003138266],"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":[0.007701775,0.0003192825,0.03286356,0.02540814,0.02654915,0.0003635224,0.001977126,0.004409821,0.0007716375,0.0230245,0.3674501,0.5091614],"study_design_scores_gemma":[0.005598735,0.002442132,0.07658232,0.1024576,0.09837733,0.0003108351,0.003183987,0.01031741,0.00221322,0.1531206,0.5443866,0.001009322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01348258,0.4056484,0.004754386,0.5559123,0.01467952,0.0003231171,0.0022247,0.00006611946,0.002908902],"genre_scores_gemma":[0.286047,0.339586,0.02722532,0.2972271,0.03962463,0.001454884,0.005265377,0.0002345873,0.003335096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09030085,"threshold_uncertainty_score":0.4775622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008056158133293757,"score_gpt":0.2421750350262603,"score_spread":0.2341188768929665,"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."}}