{"id":"W2804369954","doi":"10.1093/ndt/gfy104.fp334","title":"FP334PROGRESSION OF ALBUMINURIA IN PERSONS WITH EARLY STAGE CHRONIC KIDNEY DISEASE","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Albuminuria; Kidney disease; Stage (stratigraphy); Disease; Internal medicine; Kidney; Urology","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":[0.0006518684,0.00023673,0.0003045166,0.000570586,0.0005036274,0.0004956874,0.0003766032,0.0004432463,0.001882141],"category_scores_gemma":[0.001791253,0.0001714255,0.0003457001,0.0008962353,0.0002185582,0.0003474662,0.0003518115,0.0006537474,0.00021523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084869,"about_ca_system_score_gemma":0.0004068699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001925,"about_ca_topic_score_gemma":0.01270534,"domain_scores_codex":[0.9996712,0.00008287263,0.00003171416,0.00005968073,0.00008181229,0.00007270522],"domain_scores_gemma":[0.9985675,0.0002107803,0.0007948065,0.00003916633,0.0001472934,0.000240452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007103,0.00002521398,0.9986296,0.00001445704,0.00001471282,0.00004484828,0.00003714676,0.00001583642,0.00004941349,0.000005105996,0.00007166243,0.001021128],"study_design_scores_gemma":[0.000002105329,0.0000769614,0.9996325,0.000006121388,0.00000834429,0.0001096572,0.00003351191,0.00003302047,0.000012107,0.000007940112,0.00007688282,9.913017e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979456,0.0007304986,0.00006266083,0.0001178121,0.00001040291,0.00001168454,0.0005399113,0.000004822917,0.000576671],"genre_scores_gemma":[0.999063,0.0002044524,0.00009460939,0.00003872783,0.00001717228,0.00001056418,0.0003159661,8.066626e-7,0.000254926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001925,"threshold_uncertainty_score":0.01992184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009200348506709713,"score_gpt":0.2604704690636844,"score_spread":0.2512701205569747,"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."}}