{"id":"W1966430792","doi":"10.1158/1055-9965.epi-09-0074","title":"Differences in Measured Mammographic Density in the Menstrual Cycle","year":2009,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Mammography; Menstrual cycle; Medicine; Follicular phase; MAMMOGRAPHIC DENSITY; Breast cancer; Gynecology; Breast density; Luteal phase; Digital mammography; Obstetrics; Cancer; Internal medicine; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006707176,0.0001303407,0.0001658476,0.0006715558,0.0001637219,0.0003040745,0.0003012737,0.0001332119,0.001210315],"category_scores_gemma":[0.005914174,0.0001284694,0.0001333339,0.0007428756,0.0002933161,0.0001269103,0.0002461002,0.0001050114,0.0001288116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805745,"about_ca_system_score_gemma":0.0002177235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005937536,"about_ca_topic_score_gemma":0.00631271,"domain_scores_codex":[0.9994217,0.000199351,0.0000576919,0.0000871302,0.0001724107,0.00006176418],"domain_scores_gemma":[0.9982558,0.0007019755,0.0006331043,0.0001030565,0.0002097357,0.00009640066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002575959,0.00001130903,0.9935908,0.0000259708,0.00004294408,0.00005754784,0.000180189,0.00006349587,0.001038821,0.00004527881,0.0000787063,0.004607433],"study_design_scores_gemma":[0.000003708985,0.00004175854,0.9992803,0.000005348732,0.00001092753,0.0001435404,0.00003541662,0.00007947861,0.0002158245,0.00001603319,0.0001661398,0.000001482107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966816,0.0009028911,0.0004603903,0.00003064512,0.00000923716,0.00003499795,0.0005551779,0.00001120081,0.001313671],"genre_scores_gemma":[0.9992253,0.000125373,0.0002498938,0.00001033274,0.000004694199,0.00001937611,0.0002097313,0.00000236963,0.0001529492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005937536,"threshold_uncertainty_score":0.01180595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266721236851455,"score_gpt":0.3421446916765013,"score_spread":0.2894774793079867,"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."}}