{"id":"W2290864514","doi":"","title":"Variation in mammographic density during menstrual cycle","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Menstrual cycle; Mammography; Confidence interval; Breast cancer; Gynecology; Follicular phase; Breast density; Obstetrics; Cancer; Internal medicine","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":[0.001744309,0.0001051939,0.0002934946,0.0001982723,0.00007099671,0.000002184622,0.00002667605,0.00017878,0.000126509],"category_scores_gemma":[0.00012557,0.00009759802,0.00008276018,0.0001978145,0.0001677576,0.00006335416,0.00001977313,0.0001535326,0.000002397296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059884,"about_ca_system_score_gemma":0.00003884094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395772,"about_ca_topic_score_gemma":0.001936683,"domain_scores_codex":[0.9988599,0.0001433512,0.000383372,0.0002797258,0.00005182068,0.0002818711],"domain_scores_gemma":[0.9994344,0.000173431,0.0001325125,0.0001153383,0.00002596807,0.0001184016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007208687,0.00002442567,0.9788103,0.00007370565,0.0001025352,0.00001150662,0.0001098615,0.000006152856,0.00232451,0.0003275334,0.0001064273,0.01738216],"study_design_scores_gemma":[0.001328616,0.00006063386,0.9944747,0.000100804,0.00005329984,0.00002704292,0.00007262857,0.00007499484,0.0002492268,0.003062246,0.0004019563,0.00009383832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938025,0.002391222,0.001731544,0.001229329,0.0003708137,0.0002281988,0.000004415159,0.00002896991,0.0002130304],"genre_scores_gemma":[0.9977545,0.001094682,0.0006027054,0.0002802048,0.0001025168,0.0000160258,0.00001414977,0.000007518762,0.0001276543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728832,"threshold_uncertainty_score":0.3979932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226146317361234,"score_gpt":0.3609477086959212,"score_spread":0.3286862455223089,"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."}}