{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005296579,0.0001379141,0.0002214457,0.0003760257,0.0002199741,0.0002517713,0.0002482627,0.0002526396,0.001962269],"category_scores_gemma":[0.003352943,0.0002029308,0.000419303,0.000314972,0.0001203595,0.0002781826,0.0003035276,0.0003528893,0.0002006836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479417,"about_ca_system_score_gemma":0.0001889965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529597,"about_ca_topic_score_gemma":0.006577693,"domain_scores_codex":[0.9998226,0.00004229341,0.000015925,0.00005235995,0.00003160319,0.00003525877],"domain_scores_gemma":[0.9987528,0.0003007989,0.0006166004,0.00006858024,0.00008149933,0.0001795786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005122359,0.00000840489,0.9988765,0.000005683168,0.00001850479,0.0000549235,0.00004213823,0.000004916205,0.00004175874,0.000006922971,0.00008921649,0.0007998017],"study_design_scores_gemma":[0.000006111195,0.00007016632,0.9991307,0.00001295277,0.00002889425,0.0003080046,0.0001727199,0.0000429463,0.00003848693,0.00001238846,0.0001750985,0.000001600104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988098,0.0002881559,0.00002798671,0.00008676409,0.000008775139,0.000004621564,0.0004565487,0.000002014803,0.0003153298],"genre_scores_gemma":[0.9988313,0.0003385434,0.00006968778,0.00005293877,0.00001539487,0.000009012107,0.0004205583,0.000001567502,0.0002609955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005529597,"threshold_uncertainty_score":0.01099479,"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."}}