{"id":"W3155093803","doi":"10.1097/mol.0000000000000751","title":"Lipid effects of sodium-glucose cotransporter 2 inhibitors","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Lipidology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Lipid profile; Lipolysis; Medicine; Internal medicine; Diabetes mellitus; Endocrinology; Lipid metabolism; Type 2 diabetes; Cholesterol; Pharmacology; Adipose tissue","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003640118,0.0009055682,0.001701065,0.001169763,0.0001486208,0.0008140477,0.0007321889,0.0007297491,0.003421971],"category_scores_gemma":[0.0007175358,0.0002098703,0.0006960618,0.001183653,0.0002035088,0.0007330463,0.0004365765,0.001243574,0.001668491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364694,"about_ca_system_score_gemma":0.0007378911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005332723,"about_ca_topic_score_gemma":0.0008695174,"domain_scores_codex":[0.9998109,0.00003092434,0.00004102722,0.00003076544,0.00006879905,0.00001769324],"domain_scores_gemma":[0.9997564,0.00009602209,0.00006228786,0.000005589924,0.00006120094,0.0000183435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001670822,0.0000574954,0.000161603,0.05103954,0.0002628446,0.0001906593,0.00003532816,0.0002708773,0.0017686,0.001059377,0.04577045,0.8992161],"study_design_scores_gemma":[0.00007083219,0.0001932134,0.001631756,0.01198414,0.0005953155,0.001578325,0.00004992158,0.0001372572,0.0009623595,0.001025676,0.9817407,0.00003040391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001408322,0.9986179,0.00006599295,0.0002080689,0.0003538532,0.000007054914,0.00003243688,0.000009636286,0.0005642123],"genre_scores_gemma":[0.0006006989,0.9983918,0.00009264308,0.0002617629,0.0002174821,0.00000871358,0.00005032634,0.000001860714,0.0003747357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003421971,"threshold_uncertainty_score":0.01144761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495617215069509,"score_gpt":0.3748959410965703,"score_spread":0.3099397689458752,"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."}}