{"id":"W4415790542","doi":"10.1161/circ.152.suppl_3.4368319","title":"Abstract 4368319: Effects of Glucagon-Like Peptide-1 Receptor Agonists on Endothelial Function and Cardiometabolic Outcomes in Polycystic Ovary Syndrome: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Exenatide; Liraglutide; Insulin resistance; Adverse effect; Clinical trial; Randomized controlled trial; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007391145,0.001814221,0.01276423,0.007119554,0.0006567774,0.00309218,0.001999387,0.00249496,0.008508012],"category_scores_gemma":[0.02414464,0.000928204,0.007798215,0.007994939,0.0008667995,0.002574066,0.001384096,0.001150447,0.0005501028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282515,"about_ca_system_score_gemma":0.007651448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710221,"about_ca_topic_score_gemma":0.01263023,"domain_scores_codex":[0.9937863,0.002009926,0.002729653,0.0004240807,0.0008528036,0.0001971393],"domain_scores_gemma":[0.9840566,0.01006413,0.003968867,0.0002336248,0.00144083,0.0002360111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003575446,0.0000101412,0.0002709179,0.9802926,0.009755985,0.00005454957,0.00006668299,0.00003883984,0.0001339129,0.00007323841,0.0006987331,0.008246982],"study_design_scores_gemma":[0.001183145,0.0003875375,0.003185765,0.8316667,0.1516105,0.0002524539,0.0001817885,0.0001139626,0.0002368256,0.0002665788,0.01087196,0.00004282122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002124523,0.9945998,0.000268991,0.0003128341,0.0001983086,0.001233171,0.0008089683,0.00002494408,0.0004283754],"genre_scores_gemma":[0.03335646,0.9601822,0.001116341,0.001182978,0.0002315011,0.002782343,0.0006034399,0.00001588622,0.0005288027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01276423,"threshold_uncertainty_score":0.03908855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008921485470379813,"score_gpt":0.2547879595860275,"score_spread":0.2458664741156477,"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."}}