{"id":"W2285306173","doi":"10.1158/1055-9965.1751.13.11","title":"Risk Factors for Breast Cancer Associated with Mammographic Features in Singaporean Chinese Women","year":2004,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"MAMMOGRAPHIC DENSITY; Breast cancer; Medicine; Mammography; Oncology; Obstetrics; Cancer; Gynecology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212346,0.0003377844,0.0007353687,0.0004885921,0.0001225035,0.00001364188,0.0001143194,0.0002310879,0.00004017875],"category_scores_gemma":[0.0004610172,0.0002409513,0.000334559,0.000917382,0.0003270743,0.0002525201,0.00002014882,0.000285523,5.304349e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006114438,"about_ca_system_score_gemma":0.0002140899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140061,"about_ca_topic_score_gemma":0.003021721,"domain_scores_codex":[0.997857,0.0002288854,0.0004956539,0.0005648604,0.0001234453,0.0007301427],"domain_scores_gemma":[0.9985633,0.0004259744,0.0004515489,0.0002253192,0.0001119075,0.000221984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001440195,0.0002705229,0.9676157,0.00006696105,0.001195101,0.000007884696,0.0002732316,0.000185792,0.000116904,0.00005720704,0.0002339418,0.0285366],"study_design_scores_gemma":[0.004088418,0.0003413859,0.9824635,0.0009246276,0.0002447703,0.00004102126,0.0002174263,0.00004057814,0.00003210827,0.01130141,0.00004397421,0.0002607323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925489,0.002552547,0.0004554934,0.002705894,0.000282859,0.0008632655,0.0003802585,0.0001085457,0.0001022051],"genre_scores_gemma":[0.9976382,0.0005032491,0.0004218378,0.0003561134,0.0001084879,0.0005092078,0.0002800362,0.00004128215,0.0001415994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02827587,"threshold_uncertainty_score":0.9825707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016762145331975,"score_gpt":0.3197081956153173,"score_spread":0.3029460502833423,"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."}}