{"id":"W4416979162","doi":"10.1177/11782234251392690","title":"A Nationally Representative US Health and Retirement Study on Mammography Screening Use and Its Predictors Among Older Adult Women Ages 60 to 85","year":2025,"lang":"en","type":"article","venue":"Breast Cancer Basic and Clinical Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Japan Society for the Promotion of Science; National Institutes of Health","keywords":"Mammography; Mammography screening; Breast cancer screening; Screening mammography; Cancer screening; Breast cancer; Health care; Health screening","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":[0.001639854,0.000205022,0.0003624157,0.001182428,0.0004622516,0.0004025299,0.000323811,0.0003608163,0.001066012],"category_scores_gemma":[0.002593615,0.0002445278,0.0005143866,0.001800166,0.0001390692,0.0004407205,0.0007152505,0.0003924312,0.0003428352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277808,"about_ca_system_score_gemma":0.0006041051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02216282,"about_ca_topic_score_gemma":0.04385991,"domain_scores_codex":[0.9993624,0.0001996664,0.0001183442,0.00009240139,0.0001219384,0.000105284],"domain_scores_gemma":[0.9987066,0.0001490353,0.0005061104,0.0001385268,0.0002996298,0.0002000632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005707214,0.0000455545,0.9981193,0.00002088203,0.00006322626,0.00001298872,0.00007918174,0.00001372328,0.00004678281,0.00001115454,0.000664963,0.0008651414],"study_design_scores_gemma":[0.000005030625,0.0000315305,0.9994568,0.00001119654,0.00002510683,0.00002044139,0.000140515,0.00002975139,0.00001080695,0.00000526222,0.0002623852,0.000001238634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882112,0.0004050834,0.0001210816,0.0001220981,0.00001490518,0.00008219916,0.01015788,0.000007209721,0.0008782108],"genre_scores_gemma":[0.9899857,0.0002806641,0.000164542,0.0001780897,0.00001633838,0.0001364446,0.008790816,0.000002932458,0.0004445854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02216282,"threshold_uncertainty_score":0.04406762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031225422418163,"score_gpt":0.5185292662310729,"score_spread":0.3154067239892566,"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."}}