{"id":"W2020009124","doi":"10.1158/1055-9965.epi-07-0458","title":"Association between Breast Density and Subsequent Breast Cancer Following Treatment for Ductal Carcinoma <i>In situ</i>","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Breast cancer; Ductal carcinoma; In situ; Oncology; Medicine; Internal medicine; Carcinoma in situ; Carcinoma; Cancer; Chemistry","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":[0.002133028,0.0002692335,0.0006979227,0.0002565936,0.000115354,0.00001264824,0.00005706538,0.000236968,0.00001076855],"category_scores_gemma":[0.0000810824,0.0002450845,0.0004430756,0.0002756496,0.0000895837,0.0002403899,0.00002481954,0.0001242422,0.000001274084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450825,"about_ca_system_score_gemma":0.0001241136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536936,"about_ca_topic_score_gemma":0.00179487,"domain_scores_codex":[0.9978715,0.0001440387,0.0006241482,0.0005631456,0.0001233289,0.0006738049],"domain_scores_gemma":[0.9986434,0.0005435513,0.000332047,0.0001666937,0.00009038069,0.0002239426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006660791,0.0001042938,0.9102921,0.00006208063,0.001084802,0.00002174078,0.00005419889,0.000001538885,0.002079726,0.00005011125,0.0002456262,0.0853377],"study_design_scores_gemma":[0.003123983,0.0001676054,0.9928209,0.0003023875,0.0007669597,0.0001592547,0.00007825364,0.00004935334,0.0008341452,0.001249382,0.0002357927,0.000212054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868849,0.0039414,0.001072929,0.006308584,0.0004978377,0.0008965844,0.0001302362,0.0000529808,0.0002145382],"genre_scores_gemma":[0.9978014,0.0002801293,0.0005226735,0.0002526588,0.0004225486,0.0001546338,0.0002245314,0.00002517207,0.0003162817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08512565,"threshold_uncertainty_score":0.9994257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593028315790305,"score_gpt":0.3471967390565017,"score_spread":0.3112664558985986,"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."}}