{"id":"W2141481903","doi":"10.1186/bcr3430","title":"Mammographic density and breast cancer: a comparison of related and unrelated controls in the Breast Cancer Family Registry","year":2013,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto; Ontario Institute for Cancer Research","funders":"National Institutes of Health; National Cancer Institute; Cancer Care Ontario","keywords":"Breast cancer; Medicine; Family history; Case-control study; Surgical oncology; Sister; Internal medicine; Oncology; Risk factors for breast cancer; Cancer; Risk factor; Gynecology; Obstetrics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001031942,0.0003480304,0.0007983286,0.0006977819,0.0002408828,0.0001935113,0.000336789,0.0002309244,0.0001753214],"category_scores_gemma":[0.00003000116,0.0002490988,0.0001435046,0.002300075,0.001453086,0.0004346023,0.0001583919,0.001326416,0.000005342757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712577,"about_ca_system_score_gemma":0.0004501586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07048456,"about_ca_topic_score_gemma":0.001614234,"domain_scores_codex":[0.9963212,0.0003550864,0.0006413611,0.0006825906,0.001070625,0.0009291351],"domain_scores_gemma":[0.9977322,0.0002931807,0.0002025454,0.0005560566,0.0008254175,0.0003905911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264265,0.0003501933,0.8812056,0.0003171517,0.0003002357,0.00005052502,0.0006600821,0.000009308287,0.005260229,0.0001854654,0.002311411,0.1080855],"study_design_scores_gemma":[0.003521943,0.00009109246,0.9888772,0.001506037,0.0001271409,0.002614784,0.001682425,0.00076707,0.00006526257,0.0003663216,0.0001336032,0.0002471717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662974,0.01002829,0.000002376621,0.02037901,0.00008149973,0.001306475,0.0006388709,0.00004940825,0.001216614],"genre_scores_gemma":[0.9962339,0.00268936,0.00001250147,0.0003004461,0.0001153302,0.0004280167,0.00001896914,0.00004488375,0.0001565388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078384,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122391284940073,"score_gpt":0.353461210656589,"score_spread":0.3222372978071882,"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."}}