{"id":"W4414751903","doi":"10.1055/s-0045-1811965","title":"Reproductive History and Cardio-Metabolic Risk in the Postmenopausal Age","year":2025,"lang":"en","type":"article","venue":"Seminars in Reproductive Medicine","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Menarche; Polycystic ovary; Reproductive health; Menopause; Checklist; Natural history; Menstruation; Reproductive medicine; Pregnancy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004286611,0.0002851888,0.0008354483,0.001152577,0.00007379473,0.000006223779,0.0001815556,0.00008573735,0.00004133183],"category_scores_gemma":[0.01846075,0.0001746871,0.00006050328,0.001644321,0.0009329133,0.00008466598,0.0001121193,0.0008552169,0.000006355948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006712998,"about_ca_system_score_gemma":0.0001889566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687852,"about_ca_topic_score_gemma":0.00009208298,"domain_scores_codex":[0.9965878,0.0006347033,0.0004743552,0.001241007,0.0006010298,0.0004611276],"domain_scores_gemma":[0.9972472,0.0009446221,0.0001139307,0.001427189,0.0001663579,0.0001006853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003707667,0.002177109,0.6504123,0.0004017712,0.001012583,0.005578252,0.03371021,0.00001200694,0.01145504,0.004283692,0.04263361,0.2446158],"study_design_scores_gemma":[0.005854934,0.00174518,0.8322864,0.0007651777,0.0003512802,0.0002827297,0.005824949,0.000006062035,0.002062247,0.002631987,0.147994,0.0001950867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.738924,0.2184804,0.000009076945,0.01335069,0.0004660132,0.00206727,0.000006478195,0.00003310408,0.02666296],"genre_scores_gemma":[0.9690318,0.02426502,0.0003362421,0.0005465167,0.0005719139,0.0003101689,0.00002643236,0.00002188986,0.004890013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444207,"threshold_uncertainty_score":0.9898072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093755152157144,"score_gpt":0.3198692692853879,"score_spread":0.2989317177638165,"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."}}