{"id":"W4387934390","doi":"10.1016/j.jcjd.2023.10.206","title":"IMPACT OF GLP-1 RECEPTOR AGONISTS COMPARED TO BASAL INSULIN START ON METABOLIC TARGETS IN PEOPLE LIVING WITH TYPE 2 DIABETES AND CHRONIC KIDNEY DISEASE (IMPACT GLP-1 CKD)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Glucagon-like peptide 1 receptor; Kidney disease; Glycemic; Type 2 diabetes; Basal (medicine); Basal insulin; Diabetes mellitus; Internal medicine; Agonist; Endocrinology; Insulin; Disease; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001646634,0.0003786043,0.001373132,0.000258256,0.000356871,0.001100062,0.0004299152,0.0008438459,0.005029869],"category_scores_gemma":[0.003596981,0.0002335773,0.003181519,0.0003335086,0.0002720353,0.0009321288,0.0008446203,0.001853051,0.0003054602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127577,"about_ca_system_score_gemma":0.001725554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599728,"about_ca_topic_score_gemma":0.02251338,"domain_scores_codex":[0.9991338,0.0003303891,0.00007010133,0.0001246359,0.0001426443,0.0001983502],"domain_scores_gemma":[0.998958,0.0004158061,0.0001598053,0.00003763276,0.00007099253,0.0003577467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.57203,0.01434431,0.08780999,0.002415899,0.005482625,0.0002658484,0.0003915736,0.001390487,0.001286131,0.000553209,0.004765445,0.3092644],"study_design_scores_gemma":[0.08596532,0.1251592,0.7583309,0.001815114,0.01635613,0.0002700506,0.001593699,0.002304215,0.001099749,0.001370851,0.005594482,0.000140283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97801,0.01232391,0.00009074921,0.002556338,0.0005291262,0.000130228,0.0009634861,0.00003294919,0.005363224],"genre_scores_gemma":[0.9947711,0.00267449,0.000340924,0.0009176599,0.0001791771,0.00006201024,0.000431772,0.000006512997,0.0006164033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599728,"threshold_uncertainty_score":0.03180838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132784543544374,"score_gpt":0.2528811910281848,"score_spread":0.2415533455927411,"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."}}