{"id":"W2058293445","doi":"10.1159/000167866","title":"How to Best Define Patients with Moderate Chronic Kidney Disease","year":2008,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Kidney disease; Nephrology; Internal medicine; Intensive care medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003254375,0.0003159051,0.0005446047,0.00007600884,0.0002160365,0.00006933213,0.0001591096,0.0001414069,0.0003020657],"category_scores_gemma":[0.01566308,0.0002444242,0.000200917,0.000302004,0.0002221327,0.0007052682,0.0001147464,0.0005556247,0.000882974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364029,"about_ca_system_score_gemma":0.002811595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000281886,"about_ca_topic_score_gemma":0.000005746705,"domain_scores_codex":[0.9972028,0.0001829529,0.0005395914,0.0007369298,0.0007753995,0.0005622991],"domain_scores_gemma":[0.9940359,0.00100379,0.000243819,0.0008680366,0.0005380472,0.003310431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02862006,0.01519867,0.3895701,0.0005311519,0.0009587156,0.001469574,0.0001349791,0.00008247818,0.000070512,0.0003853534,0.5352526,0.0277259],"study_design_scores_gemma":[0.01314417,0.003728149,0.1652686,0.0002885646,0.001268041,0.00002023939,0.00003152621,0.0004147599,0.00004109866,0.00003919013,0.8152999,0.000455688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092327,0.001300123,0.00058524,0.07863298,0.0004868558,0.001644394,0.0001664864,0.0002152254,0.007735961],"genre_scores_gemma":[0.9348158,0.0004864356,0.003824511,0.05565229,0.001333211,0.00007688699,0.0003040949,0.00008119513,0.003425553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800474,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278302936646836,"score_gpt":0.3425460444638856,"score_spread":0.2997630150974173,"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."}}