{"id":"W4322012039","doi":"10.1016/j.fertnstert.2023.02.028","title":"A prospective cohort study of infertility and cancer incidence","year":2023,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institut Hospital del Mar d'Investigacions Mèdiques; Harvard University; Centers for Disease Control and Prevention; National Institutes of Health; National Heart, Lung, and Blood Institute; Wuhan University School of Medicine; European Society of Human Reproduction and Embryology; National Institute of Environmental Health Sciences; University of Michigan; University of British Columbia; Federal Emergency Management Agency; School of Medicine, Johns Hopkins University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medizinische Universität Wien; AbbVie; Massachusetts Institute of Technology; Society for Women’s Health Research; Tufts University; National Cancer Institute; Medicinska Fakulteten, Lunds Universitet; American Institute for Cancer Research; U.S. Department of Defense; Water Environment Research Foundation; Roche","keywords":"Medicine; Infertility; Hazard ratio; Prospective cohort study; Gynecology; Body mass index; Obstetrics; Cancer; Breast cancer; Endometrial cancer; Incidence (geometry); Proportional hazards model; Ovarian cancer; Cohort study; Internal medicine; Oncology; Confidence interval; Pregnancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527412,0.0001124332,0.0003391901,0.00005491127,0.00008597726,0.00001206087,0.00003151291,0.00006054764,0.0001474408],"category_scores_gemma":[0.0002756011,0.00009453978,0.00003019404,0.0002918192,0.0001913932,0.00009382911,0.0001022442,0.0001194843,0.000003869778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094992,"about_ca_system_score_gemma":0.00006180217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909257,"about_ca_topic_score_gemma":0.0009542892,"domain_scores_codex":[0.9988866,0.00008843893,0.0002732645,0.0003988592,0.0002065228,0.0001463182],"domain_scores_gemma":[0.9993341,0.00005654142,0.00004902387,0.0003128512,0.0001285467,0.0001189247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007917684,0.0003981028,0.9867642,0.0001769452,0.00005660052,0.000002892409,0.001753564,4.496722e-7,0.0001437453,0.000002644356,0.00002419578,0.002758999],"study_design_scores_gemma":[0.001440307,0.0004138287,0.9958395,0.0000197987,0.00007009579,0.000001336738,0.001395437,0.0002829623,0.00006881171,0.0003499371,0.00004721268,0.00007071968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997605,0.0001489508,0.00001740081,0.0001882763,0.00008072636,0.001118969,0.00001878613,0.00008607677,0.0007358135],"genre_scores_gemma":[0.9995814,0.00002891124,0.000008868582,0.00008643424,0.000007940763,0.00009045179,0.000004664971,0.000004856429,0.0001864735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009075374,"threshold_uncertainty_score":0.385522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628731941507144,"score_gpt":0.3084380943519472,"score_spread":0.2821507749368758,"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."}}