{"id":"W4396866172","doi":"10.1177/10600280241245995","title":"Real-Time Use of SGLT2i Verified in Pre-dialysis: The RSVP Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Institut universitaire de cardiologie et de pneumologie de Québec; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Cégep de Rimouski; Royal Victoria Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Université Laval","funders":"Amgen Canada; Otsuka Canada Pharmaceutical; AstraZeneca Canada; AstraZeneca; Amgen","keywords":"Medicine; Dialysis; Internal medicine; Kidney disease; Nephrology; Diabetes mellitus; Cross-sectional study; Odds ratio; Logistic regression; Type 2 diabetes; Proteinuria; Intensive care medicine; Endocrinology; Kidney; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00141721,0.0003646952,0.0003730858,0.0006718724,0.0007791664,0.0008175066,0.0009160056,0.0007790661,0.001458705],"category_scores_gemma":[0.002749916,0.0004477664,0.0005891616,0.001748631,0.0004255609,0.0005240538,0.0005830209,0.0009995541,0.0003060764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668538,"about_ca_system_score_gemma":0.001686139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2715782,"about_ca_topic_score_gemma":0.2512332,"domain_scores_codex":[0.998693,0.0003643989,0.0001346764,0.0002999685,0.0002989832,0.0002090223],"domain_scores_gemma":[0.9968712,0.0004560164,0.001305071,0.0002752132,0.0005936084,0.0004990133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002713897,0.00001687122,0.9995939,0.0000052539,0.00002496383,0.00002384886,0.00005259828,0.00001086829,0.00004152681,0.000004343283,0.00003990814,0.000158835],"study_design_scores_gemma":[0.000003315978,0.00005176483,0.9996096,0.000003866956,0.00001082911,0.00006194074,0.0001022998,0.00006775394,0.00001316848,0.000002753162,0.00007081097,0.000002013686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972224,0.0001801952,0.0001181687,0.0000397384,0.000004648954,0.00003620852,0.002021969,0.000003832055,0.0003727459],"genre_scores_gemma":[0.9987369,0.00008581777,0.0001148827,0.00005848642,0.000005919439,0.00002810588,0.0008147154,0.00000195414,0.0001531531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2715782,"threshold_uncertainty_score":0.5399948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09038482200048285,"score_gpt":0.4213031705934606,"score_spread":0.3309183485929778,"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."}}