{"id":"W4408885038","doi":"10.1093/humrep/deaf048","title":"Risk of major gynecologic surgery before age 40 among daughters of young mothers","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institutes of Health","keywords":"Medicine; Hysterectomy; Obstetrics; Daughter; Socioeconomic status; Demography; Oophorectomy; Retrospective cohort study; Young adult; Gynecology; Population; Gerontology; Surgery","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":[0.0002668287,0.00009861065,0.0003099116,0.0001939128,0.00005761997,0.000003968073,0.00003574303,0.00005423395,0.00008523799],"category_scores_gemma":[0.0001354224,0.00008009118,0.0001329223,0.0001874147,0.0001199198,0.00004355331,0.00002532942,0.00007328881,0.000002355857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000559021,"about_ca_system_score_gemma":0.00002143339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005276811,"about_ca_topic_score_gemma":0.0001209204,"domain_scores_codex":[0.9991118,0.00003980205,0.0003072779,0.0003160318,0.0001125056,0.0001125356],"domain_scores_gemma":[0.9991535,0.00001940278,0.0002182056,0.0005166581,0.00006807935,0.0000241571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009668513,0.0002659776,0.9859845,0.0001922142,0.0003376355,0.0000245045,0.0002935026,0.000007695641,0.005766649,0.0001070677,0.0008635389,0.006060022],"study_design_scores_gemma":[0.000492207,0.0001697758,0.981405,0.00008294283,0.0002847062,0.00000769803,0.0001178079,0.000004260532,0.01651371,0.0005904171,0.0002860343,0.0000454703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967151,0.0001066297,0.00001654295,0.000133597,0.0003769058,0.000297624,0.00000523497,0.00004061714,0.002307772],"genre_scores_gemma":[0.9927291,0.00003001785,0.0001663577,0.000009554859,0.00008459533,0.00001690795,0.00004336111,0.00001086606,0.006909279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074706,"threshold_uncertainty_score":0.3266024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640683322465249,"score_gpt":0.2711875006224932,"score_spread":0.2547806673978408,"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."}}