{"id":"W2166454331","doi":"10.1158/1055-9965.epi-09-0881","title":"Family History, Mammographic Density, and Risk of Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; BC Cancer Agency","funders":"","keywords":"Breast cancer; Family history; Medicine; Odds ratio; Confidence interval; MAMMOGRAPHIC DENSITY; Relative risk; Mammography; Risk factor; Obstetrics; Risk factors for breast cancer; Cancer; Gynecology; Internal medicine; Oncology; Demography","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":[0.001169243,0.0001985389,0.0005468103,0.0003137071,0.00005592996,0.000003405389,0.00009094453,0.0002061564,0.0001405558],"category_scores_gemma":[0.0001386686,0.0001737881,0.0003095995,0.0002205765,0.0008000588,0.0001589815,0.00004741445,0.0003298075,0.000001993126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007660242,"about_ca_system_score_gemma":0.0001491796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442873,"about_ca_topic_score_gemma":0.0006192321,"domain_scores_codex":[0.9984587,0.000216089,0.0004737368,0.0004262664,0.0001011391,0.000324013],"domain_scores_gemma":[0.9987511,0.0002036622,0.0004213358,0.0002920361,0.0001346922,0.0001971506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003456085,0.00007486901,0.8514414,0.00009942043,0.0006856462,0.000003473865,0.00002062947,4.564976e-7,0.01161314,0.0002470718,0.004272501,0.1311958],"study_design_scores_gemma":[0.0008848191,0.00008578668,0.9915308,0.0002549561,0.0006765946,0.000155502,0.00002183603,0.000115641,0.0001796582,0.003111085,0.002829435,0.0001538829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796121,0.01616789,0.000368625,0.001684994,0.001134692,0.0003007498,0.00005450013,0.00005677613,0.0006197313],"genre_scores_gemma":[0.9917054,0.00601992,0.001381524,0.0003896409,0.000172198,0.00006435107,0.00002811946,0.00002068124,0.0002181533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400894,"threshold_uncertainty_score":0.7086874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495640036012486,"score_gpt":0.3096159957378007,"score_spread":0.2846595953776758,"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."}}