{"id":"W4391847955","doi":"10.1016/j.phymed.2024.155456","title":"Berberine alleviates inflammation in polycystic ovary syndrome by inhibiting hyaluronan synthase 2 expression","year":2024,"lang":"en","type":"article","venue":"Phytomedicine","topic":"Ovarian function and disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"National Natural Science Foundation of China","keywords":"Polycystic ovary; Inflammation; Ovary; Endocrinology; Western blot; Internal medicine; Biology; Intraperitoneal injection; Medicine; Insulin resistance; Diabetes mellitus; Gene; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147952,0.0002158312,0.0003441719,0.0004313665,0.00004720068,0.00002530586,0.00005364177,0.00009783008,0.0008971637],"category_scores_gemma":[0.0002556478,0.0001761687,0.00006396121,0.0006172087,0.0000737638,0.0001958558,0.00004061255,0.0003369119,0.0001943865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009923225,"about_ca_system_score_gemma":0.00007929337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006365229,"about_ca_topic_score_gemma":0.000006179206,"domain_scores_codex":[0.9984331,0.00003971027,0.0004638428,0.0003779567,0.0003755468,0.0003098188],"domain_scores_gemma":[0.9993802,0.0001471851,0.00005595823,0.0001921708,0.00003311367,0.0001913434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001524416,0.0006870679,0.01128305,0.00334494,0.0002075498,0.004082404,0.001833415,0.00006226188,0.7730452,0.0001736438,0.05464426,0.1491118],"study_design_scores_gemma":[0.04899114,0.01018657,0.1839262,0.05017246,0.001419581,0.008438185,0.005927262,0.06643793,0.2797477,0.004217319,0.3368011,0.003734567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734584,0.007125867,0.001497493,0.008521383,0.0007521167,0.0005718113,0.0000140209,0.0004448481,0.007614053],"genre_scores_gemma":[0.9969333,0.0000917871,0.0002183328,0.00055286,0.0003079683,0.00005043508,0.0002486109,0.00004442122,0.001552305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4932975,"threshold_uncertainty_score":0.9823313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044941606878107,"score_gpt":0.2606212086761057,"score_spread":0.2501717926073246,"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."}}