{"id":"W3199422888","doi":"10.1210/clinem/dgab613","title":"Health Care-Related Economic Burden of Polycystic Ovary Syndrome in the United States: Pregnancy-Related and Long-Term Health Consequences","year":2021,"lang":"en","type":"review","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Ovarian function and disorders","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Pregnancy; Medicine; Term (time); Term pregnancy; Ovary; Gynecology; Pediatrics; Obstetrics; Endocrinology; Gestation; Biology; Insulin resistance; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002878526,0.0004550915,0.005686668,0.0006729043,0.0001193636,0.00001835049,0.0005634497,0.0003935396,0.0001508984],"category_scores_gemma":[0.0007357105,0.0002456352,0.0008364419,0.0005961384,0.001269737,0.00006941047,0.0001098577,0.002925111,0.00001526266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023694,"about_ca_system_score_gemma":0.004494661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007009548,"about_ca_topic_score_gemma":0.00005222763,"domain_scores_codex":[0.9874169,0.005876697,0.005449853,0.0003585181,0.0003193553,0.0005786273],"domain_scores_gemma":[0.9913653,0.003068786,0.00445434,0.0006442534,0.0001682234,0.0002991664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007226318,0.0006321414,0.0006246961,0.008446746,0.00548768,0.001909434,0.004387771,0.0001127601,1.266449e-7,0.003222854,0.001194387,0.9732588],"study_design_scores_gemma":[0.02207026,0.0060364,0.02936669,0.07450908,0.01340774,0.1030535,0.007133477,0.00003475184,2.975342e-7,0.00112031,0.7423505,0.000917029],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01007068,0.9736704,0.00001003281,0.01364878,0.001465628,0.001004882,0.00003706753,0.00001613812,0.00007643837],"genre_scores_gemma":[0.008552874,0.9892794,0.00004324345,0.001708786,0.0001376124,0.000009075773,0.000124298,0.00004163657,0.000103015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723417,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07464695713249173,"score_gpt":0.4163708524979899,"score_spread":0.3417238953654982,"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."}}