{"id":"W1970668319","doi":"10.1016/s1470-2045(09)70078-6","title":"Breast-tissue composition and other risk factors for breast cancer in young women: a cross-sectional study","year":2009,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; Health Sciences Centre; Sunnybrook Health Science Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Mammography; Menstrual cycle; Gynecology; Cross-sectional study; Obstetrics; Follicular phase; Breast density; Risk factors for breast cancer; Breast development; Hormone; Cancer; Physiology; Internal medicine; Pathology","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":[0.0004142487,0.0001186108,0.0003334701,0.00009629674,0.0001023874,0.00004137597,0.00007772205,0.00005920016,0.00005843479],"category_scores_gemma":[0.000007836354,0.00007919378,0.00003975555,0.0001666676,0.0001151783,0.00009826391,0.00001491155,0.0001852482,0.000001650328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690944,"about_ca_system_score_gemma":0.00004268689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004177489,"about_ca_topic_score_gemma":0.0002284184,"domain_scores_codex":[0.999121,0.00007548409,0.0001859785,0.0002058804,0.0001054932,0.0003062202],"domain_scores_gemma":[0.9995586,0.000118783,0.00008235293,0.0001298418,0.00004577179,0.00006468323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001614144,0.0005394349,0.9676371,0.00001223999,0.00006979468,0.000007672596,0.001614141,0.00002284829,0.0003964442,0.0001052354,0.00005422648,0.02792667],"study_design_scores_gemma":[0.003849693,0.0007637254,0.9928452,0.00001549743,0.0000293032,0.000937253,0.0005069277,0.00007333564,0.00001664374,0.0005495729,0.0003271455,0.00008573922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957141,0.00006447583,0.00005075098,0.001518095,0.0001507061,0.0005962232,0.0004963013,0.00004037351,0.001369012],"genre_scores_gemma":[0.9987484,0.00001414974,0.00004017666,0.0005605396,0.000469519,0.00008336577,0.000007297436,0.00001018509,0.00006638376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02784093,"threshold_uncertainty_score":0.3229429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445015642295652,"score_gpt":0.3550274863330137,"score_spread":0.3305773299100572,"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."}}