{"id":"W4309358454","doi":"10.1002/9781119105954.ch3","title":"Progression of Chronic Kidney Disease","year":2022,"lang":"en","type":"other","venue":"","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Albuminuria; Renal function; Diabetes mellitus; Internal medicine; Disease; Acute kidney injury; Intensive care medicine; Endocrinology","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":[0.0008449721,0.0003847235,0.0004343104,0.0009186228,0.0005615745,0.001462859,0.0003896079,0.0005613188,0.02993865],"category_scores_gemma":[0.002894374,0.000099411,0.0006061488,0.001356172,0.0003016074,0.0007228013,0.0009717445,0.001228526,0.008376226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007710007,"about_ca_system_score_gemma":0.002135097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006651,"about_ca_topic_score_gemma":0.008865852,"domain_scores_codex":[0.9990325,0.0001346508,0.00008334659,0.0001033388,0.0005581212,0.00008808461],"domain_scores_gemma":[0.9992272,0.0001638706,0.000155157,0.00004202281,0.0002670971,0.000144677],"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":[0.0001117734,0.00009964374,0.01287917,0.001824624,0.00009907029,0.000186359,0.0001599698,0.0002434809,0.0004026286,0.01219823,0.2428343,0.7289607],"study_design_scores_gemma":[0.00003791933,0.0001494468,0.03039579,0.002736074,0.0000913241,0.001455286,0.0001262369,0.000322416,0.0003199594,0.007150424,0.9571927,0.00002244756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01909167,0.2315769,0.005591564,0.02870566,0.0037045,0.0007061211,0.01494606,0.000977712,0.6946999],"genre_scores_gemma":[0.166014,0.474146,0.01989272,0.01491712,0.004689103,0.0007285035,0.01492891,0.0002576045,0.3044261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02993865,"threshold_uncertainty_score":0.1001547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008400022740901448,"score_gpt":0.2846142647019429,"score_spread":0.2762142419610414,"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."}}