{"id":"W3156336335","doi":"10.1016/j.ekir.2021.03.350","title":"POS-334 CKD PROGRESSION AND REGRESSION BY AGE: A POPULATION-BASED COHORT STUDY","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Ottawa Hospital; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Nephrology; Cohort; Population; Internal medicine; Cohort study; Intensive care medicine; Gerontology; Environmental health","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":[0.001900836,0.0005979229,0.00049266,0.0009831369,0.0008517096,0.001168966,0.0006545703,0.001013935,0.00248514],"category_scores_gemma":[0.002776464,0.0007170666,0.001541328,0.001451659,0.0003551169,0.001347482,0.0009131347,0.00128432,0.0009950754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004463637,"about_ca_system_score_gemma":0.0006545669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009703504,"about_ca_topic_score_gemma":0.01436256,"domain_scores_codex":[0.9988912,0.0002871303,0.00012353,0.0002979991,0.0001831175,0.0002170936],"domain_scores_gemma":[0.9986334,0.0001389627,0.0004435892,0.0003495631,0.0001931624,0.0002412286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004962255,0.0001924754,0.997396,0.00001696526,0.0002444232,0.0001107207,0.0001377035,0.00005162468,0.0001733336,0.0000511933,0.00030186,0.000827504],"study_design_scores_gemma":[0.0000714644,0.0003595585,0.9979368,0.00001515626,0.0001800071,0.000233897,0.0002846585,0.0003445243,0.00003809349,0.00006175735,0.0004591726,0.00001481937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996881,0.0002585764,0.0002032074,0.00008834739,0.00002082873,0.00005198045,0.001824058,0.000008675835,0.0006633657],"genre_scores_gemma":[0.9977513,0.0001525327,0.000166624,0.00008494997,0.00002829955,0.00006119995,0.001242048,0.000005023794,0.0005080835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009703504,"threshold_uncertainty_score":0.01929408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826843877377038,"score_gpt":0.3145855959878245,"score_spread":0.3063171572140542,"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."}}