{"id":"W4414150261","doi":"10.1093/humrep/deaf169","title":"Changes in antral follicle dynamics following weight loss in women with polycystic ovary syndrome","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; President's Council of Cornell Women; National Institutes of Health; U.S. Department of Agriculture","keywords":"Polycystic ovary; Antral follicle; Weight loss; Antrum; Stein-Leventhal Syndrome; Ovarian follicle","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":[0.0005185881,0.0002343491,0.0006076664,0.0003324971,0.0002666842,0.0001986621,0.0001885891,0.0003794533,0.001155065],"category_scores_gemma":[0.001529111,0.0002068102,0.0004147943,0.000384343,0.0001715954,0.0002611079,0.000191138,0.0003416382,0.000134688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245585,"about_ca_system_score_gemma":0.0002563195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110448,"about_ca_topic_score_gemma":0.001984006,"domain_scores_codex":[0.9998221,0.00007280889,0.0000225302,0.00002755527,0.00003251467,0.0000224898],"domain_scores_gemma":[0.9995053,0.0001144224,0.0002104369,0.0000247664,0.00004239774,0.0001026423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0320634,0.004618095,0.8940125,0.0005410534,0.0005557085,0.0002961465,0.000284025,0.0001844282,0.005919341,0.0000253713,0.0004848935,0.06101499],"study_design_scores_gemma":[0.00114997,0.009880333,0.9879646,0.00001656571,0.0001392053,0.0001521486,0.0001213351,0.0001158951,0.0002018275,0.00001693935,0.0002360093,0.000005173488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988851,0.0005355073,0.00004551864,0.0001148408,0.00001872239,0.00008747637,0.00008192706,0.000004347263,0.0002265622],"genre_scores_gemma":[0.9984881,0.000438705,0.0002739495,0.0001575424,0.00003611627,0.0001355535,0.0001937819,0.000001539694,0.0002747766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001155065,"threshold_uncertainty_score":0.00386411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003318498178921,"score_gpt":0.2501717519812068,"score_spread":0.2401385669994176,"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."}}