{"id":"W2040224844","doi":"10.1038/ki.2014.370","title":"Modifiable lifestyle and social factors affect chronic kidney disease in high-risk individuals with type 2 diabetes mellitus","year":2014,"lang":"en","type":"article","venue":"Kidney International","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Albuminuria; Kidney disease; Internal medicine; Microalbuminuria; Ramipril; Diabetes mellitus; Type 2 diabetes; Body mass index; Risk factor; Blood pressure; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821066,0.0001699303,0.0003408964,0.0001440442,0.0001038151,0.00003890162,0.00009005365,0.0000684802,0.0001994843],"category_scores_gemma":[0.0004757664,0.0001245,0.00004250028,0.00009794083,0.0001029601,0.0001085069,0.00008024434,0.0001984641,0.00002412618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160664,"about_ca_system_score_gemma":0.0001955475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105332,"about_ca_topic_score_gemma":0.00001395461,"domain_scores_codex":[0.9989067,0.00006584165,0.0001699068,0.0002804678,0.0003498438,0.000227256],"domain_scores_gemma":[0.9992228,0.0001259976,0.00008184304,0.0001250233,0.0001169816,0.0003273576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009329732,0.0001524439,0.9495744,0.00008454529,0.0006012678,0.000008355878,0.0003414112,0.0000132499,0.0002211325,0.0006813639,0.04771483,0.0005137383],"study_design_scores_gemma":[0.004394163,0.0003546903,0.7556661,0.0002723631,0.0007802399,0.000002782456,0.00004635031,0.001396238,0.0007623205,0.0004642102,0.2355846,0.0002759234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899102,0.0009362833,0.00001672916,0.007364446,0.0003709247,0.0002096225,0.0002196197,0.0000522084,0.0009199054],"genre_scores_gemma":[0.9951293,0.0001697889,0.0001891913,0.003162884,0.0004941529,0.00002098093,0.0003303825,0.00002119601,0.0004821478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939083,"threshold_uncertainty_score":0.5076963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238540693140822,"score_gpt":0.2482393154143342,"score_spread":0.235853908482926,"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."}}