{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089448,0.0002581102,0.0003335785,0.0007299185,0.0002854085,0.0006213869,0.0002472496,0.0003270129,0.00102639],"category_scores_gemma":[0.007240307,0.0002098319,0.000278281,0.0006074665,0.0009487451,0.0003045012,0.0006271863,0.0003130644,0.0001080934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199678,"about_ca_system_score_gemma":0.0002250931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884031,"about_ca_topic_score_gemma":0.003053291,"domain_scores_codex":[0.9986713,0.0007393578,0.00006226662,0.0002199121,0.0002100108,0.00009720034],"domain_scores_gemma":[0.9965789,0.001985324,0.0007478433,0.0002389487,0.0002204128,0.0002286098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000210726,0.00001818236,0.9912701,0.00002268406,0.0002377332,0.0001504821,0.0001201995,0.0002525205,0.002146141,0.0001656661,0.00004463,0.005360909],"study_design_scores_gemma":[0.000001827256,0.00003216725,0.9988723,0.000004213405,0.00005467921,0.0003201571,0.00004974821,0.0003427767,0.0001424184,0.0001287687,0.00004822599,0.000002600018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998165,0.0006704097,0.0005023503,0.00006167416,0.000004960005,0.000003939382,0.00007750804,0.000003847308,0.0005103709],"genre_scores_gemma":[0.9994473,0.0001730634,0.0002603108,0.000009464068,0.000007655156,0.000002157287,0.00004276276,0.000002467386,0.00005481461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002884031,"threshold_uncertainty_score":0.005761623,"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."}}