{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315894,0.0004627394,0.0007880225,0.0009963528,0.0002864704,0.0009057994,0.0004555779,0.0007122882,0.0009504972],"category_scores_gemma":[0.007663887,0.0000707584,0.0002913306,0.0005085844,0.0003497674,0.000695779,0.0005314235,0.0005958365,0.0005622604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341121,"about_ca_system_score_gemma":0.0007109477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198838,"about_ca_topic_score_gemma":0.003424564,"domain_scores_codex":[0.9994637,0.000233322,0.00008763012,0.00006904317,0.00009331968,0.00005299487],"domain_scores_gemma":[0.9984005,0.0005273276,0.0003724653,0.00004243242,0.0004109905,0.000246369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000278079,0.00009576467,0.9021209,0.0002502302,0.0000638428,0.0001959469,0.0002081367,0.0003875421,0.0004857713,0.0004953051,0.008731219,0.08668716],"study_design_scores_gemma":[0.0001417408,0.0007481861,0.9703621,0.00144889,0.0002661099,0.002734577,0.001811757,0.005340985,0.001286311,0.003504672,0.01230335,0.00005128783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388111,0.02443574,0.008950583,0.01536113,0.0004764009,0.0002361147,0.001476888,0.0002374434,0.01001467],"genre_scores_gemma":[0.9811731,0.003059691,0.01242527,0.001794145,0.0002519407,0.00009470141,0.0007739284,0.00001805838,0.0004092258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198838,"threshold_uncertainty_score":0.0069592,"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."}}