{"id":"W2136547085","doi":"10.1158/1055-9965.epi-07-2857","title":"The Relative Importance of Genetics and Environment on Mammographic Density","year":2009,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada); inVentiv Health Clinical","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"MAMMOGRAPHIC DENSITY; Genetics; Biology; Mammography; Breast cancer; Cancer","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":[0.0008403461,0.0001177867,0.0002612658,0.00007581188,0.00008884635,0.000002832081,0.00005201238,0.00008194364,0.000007728161],"category_scores_gemma":[0.0001104515,0.00008201493,0.0001633279,0.0001176232,0.0004137093,0.00005518466,0.00001482108,0.0001165269,0.000001168522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003848828,"about_ca_system_score_gemma":0.00002120019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007439697,"about_ca_topic_score_gemma":0.000008843027,"domain_scores_codex":[0.9989369,0.0001737088,0.0003511635,0.0002550119,0.00007752705,0.0002056807],"domain_scores_gemma":[0.9991183,0.0003042787,0.0002521731,0.0002229284,0.00002290813,0.00007937913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000393786,0.00006472135,0.7717837,0.00001368023,0.000259944,0.000003217926,0.00001902474,0.000003123672,0.0005732613,0.002881749,0.0005620198,0.2234417],"study_design_scores_gemma":[0.000431723,0.0004722493,0.9393883,0.000138741,0.000138243,0.00002278009,0.00001847056,0.00008375383,0.0003531333,0.05797101,0.0009102508,0.00007129084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631143,0.02377657,0.001262578,0.01053636,0.0001107966,0.0003779291,0.000005225231,0.00001952801,0.0007967056],"genre_scores_gemma":[0.991318,0.006596321,0.001213586,0.0006824214,0.00003560741,0.00001479958,0.00001243065,0.000005608391,0.0001212422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233704,"threshold_uncertainty_score":0.3344472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882315302409769,"score_gpt":0.3208538579602163,"score_spread":0.2920307049361186,"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."}}