{"id":"W4387745929","doi":"10.1016/j.ekir.2023.10.007","title":"Breast Cancer Screening, Incidence, and Mortality in Women Treated With Maintenance Dialysis: A Population-Based Cohort Study in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Incidence (geometry); Cancer; Internal medicine; Population; Kidney cancer; Kidney disease; Cancer registry; Dialysis; Colorectal cancer; Multiple myeloma; Cohort; Oncology; Lung cancer; Standardized mortality ratio; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166646,0.000175079,0.0003749716,0.0002824052,0.00004154763,0.00003234909,0.00008073865,0.00004552946,0.0003206901],"category_scores_gemma":[0.0002345987,0.0001493502,0.00002735214,0.0006185446,0.00002849351,0.0001588167,0.00004068097,0.0002190144,5.528954e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705586,"about_ca_system_score_gemma":0.00247331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966601,"about_ca_topic_score_gemma":0.9974568,"domain_scores_codex":[0.9976278,0.000035202,0.0005541177,0.0004971716,0.0009660788,0.000319654],"domain_scores_gemma":[0.9990166,0.00003489662,0.0002291783,0.0002411249,0.0002124067,0.0002657493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000422831,0.00006759219,0.9906892,0.00000914355,0.0001568242,0.005847988,0.0002185052,0.001345635,0.000005797116,0.000002605283,0.0009646326,0.0002692044],"study_design_scores_gemma":[0.001128183,0.00005369825,0.9958999,0.0004839633,0.00004811682,0.0002170903,0.0003613296,0.001368896,0.000005033739,0.00001892177,0.000261006,0.0001539198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976509,0.000007047749,0.000006423215,0.0008863502,0.0001235934,0.0005919757,0.00003963777,0.00003541373,0.0006586587],"genre_scores_gemma":[0.9975377,0.000005370646,0.00004324796,0.0008994213,0.00003770688,0.0003920965,0.0001826833,0.00001418047,0.0008876503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005630897,"threshold_uncertainty_score":0.7075013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243928404735177,"score_gpt":0.3006052469891439,"score_spread":0.2781659629417921,"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."}}