{"id":"W3213623216","doi":"10.1007/s10552-021-01517-y","title":"Periodic screening for breast and cervical cancer in women with diabetes: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Sunnybrook Health Science Centre; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Women's College Hospital; Ontario Ministry of Health and Long-Term Care; Diabetes Canada; Ontario Institute for Cancer Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Breast cancer; Cervical cancer; Diabetes mellitus; Population; Cancer; Hazard ratio; Internal medicine; Cohort study; Obstetrics; Cohort; Gynecology; Epidemiology; Cancer registry; Confidence interval; Oncology; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009822147,0.0005245748,0.0006820965,0.0009286994,0.001318563,0.001156323,0.0008408921,0.001500229,0.001544077],"category_scores_gemma":[0.001711877,0.00134335,0.00130825,0.001827333,0.0003758777,0.0008126237,0.0007549771,0.001528469,0.0003820926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006370437,"about_ca_system_score_gemma":0.000819645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05016743,"about_ca_topic_score_gemma":0.05482385,"domain_scores_codex":[0.9992881,0.0001556569,0.00005798274,0.0002332227,0.0001172516,0.0001477762],"domain_scores_gemma":[0.9988986,0.0001114393,0.0002953128,0.0002269742,0.0001681278,0.0002995006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012373,0.0001419163,0.9980122,0.000007575734,0.0002275427,0.0001168187,0.00009614873,0.00002308161,0.000390706,0.00001811918,0.0001496566,0.0005149927],"study_design_scores_gemma":[0.00003108661,0.0001020781,0.9991834,0.000004596816,0.0001163183,0.0001343124,0.0001962491,0.00009279251,0.00002394305,0.00001552799,0.00009400253,0.00000560387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979704,0.0003255671,0.0001007236,0.00008775583,0.00002262262,0.00003024104,0.001015405,0.000006378642,0.000440919],"genre_scores_gemma":[0.9984546,0.000210201,0.0001225866,0.00007295645,0.0000150824,0.00002958781,0.0005852476,0.000003447841,0.0005061991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05016743,"threshold_uncertainty_score":0.09975088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007893333595501897,"score_gpt":0.2569628273881116,"score_spread":0.2490694937926097,"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."}}