{"id":"W4410211436","doi":"10.11648/j.ijde.20251002.12","title":"Role of Tirzepatide in Obesity Management Among Women with Polycystic Ovary Syndrome","year":2025,"lang":"en","type":"article","venue":"International Journal of Diabetes and Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Polycystic ovary; Obesity; Medicine; Gynecology; Ovary; Internal medicine; Insulin resistance","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":[0.0002713201,0.00009410201,0.000278058,0.0001616591,0.0001535025,0.0001537636,0.0001226442,0.0001668299,0.0006710737],"category_scores_gemma":[0.000991514,0.00005555707,0.0003063765,0.0002297881,0.00008759016,0.0001255911,0.000108148,0.0002666759,0.00004740879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198473,"about_ca_system_score_gemma":0.000323603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987282,"about_ca_topic_score_gemma":0.002069576,"domain_scores_codex":[0.9998343,0.00006685844,0.00002564253,0.00001953936,0.00003365861,0.00002004071],"domain_scores_gemma":[0.9997053,0.0000847195,0.0001408488,0.000007398982,0.00002283045,0.00003882387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01121741,0.001710816,0.7657337,0.001039215,0.0005267352,0.001616461,0.0003276611,0.0002879864,0.006464399,0.00009741178,0.0009509703,0.2100273],"study_design_scores_gemma":[0.001077152,0.008027004,0.9811248,0.0002394723,0.0006761807,0.003257861,0.0005177517,0.0005747108,0.001036781,0.00007222777,0.003377679,0.00001845037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872481,0.01096111,0.00005723094,0.0004671903,0.00002521794,0.00003504408,0.0001045067,0.000005384994,0.001096228],"genre_scores_gemma":[0.9965402,0.002893758,0.0002010587,0.0001206134,0.00002471974,0.00001802568,0.00007021116,6.328843e-7,0.0001309421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000987282,"threshold_uncertainty_score":0.00224489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003851909037728478,"score_gpt":0.2237589789082038,"score_spread":0.2199070698704753,"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."}}