{"id":"W4404324549","doi":"10.1161/circ.150.suppl_1.4118762","title":"Abstract 4118762: Large-scale multinational trends in the use of cardioprotective antihyperglycemic agents as first-line therapy in patients with type 2 diabetes and cardiovascular disease: a LEGEND-T2DM study","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Disease; Diabetes mellitus; Type 2 diabetes; Type 2 Diabetes Mellitus; Internal medicine; First line; Traditional medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004533574,0.000820077,0.0007381879,0.001436478,0.0006031584,0.001529869,0.001568039,0.001214483,0.00298511],"category_scores_gemma":[0.008035764,0.0006098191,0.002294232,0.004868681,0.0004104005,0.001256881,0.002496889,0.001502418,0.001317331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008616298,"about_ca_system_score_gemma":0.001564375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0468061,"about_ca_topic_score_gemma":0.04032785,"domain_scores_codex":[0.9969137,0.001363166,0.0004508892,0.0006579441,0.0003147897,0.0002995035],"domain_scores_gemma":[0.9911965,0.001206347,0.004315764,0.001191858,0.000923587,0.001165968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009747825,0.0001957331,0.9903111,0.0001466898,0.001366705,0.00009969441,0.0001567963,0.0002613876,0.0001438875,0.0000529207,0.004746365,0.001543886],"study_design_scores_gemma":[0.0004521684,0.0003188969,0.9934055,0.00008351354,0.001014412,0.0002439203,0.0005496044,0.0009866431,0.0001123039,0.00005356852,0.002754492,0.00002490305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910821,0.0007157426,0.0006053195,0.0006556265,0.00006650914,0.0001916522,0.08592669,0.00004752129,0.0009699229],"genre_scores_gemma":[0.9111299,0.0004424332,0.001477944,0.0008238557,0.0001432055,0.0005975172,0.08387844,0.0000576568,0.001448985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0468061,"threshold_uncertainty_score":0.09306729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093818342310366,"score_gpt":0.2896798052259712,"score_spread":0.2487416218028675,"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."}}