{"id":"W3013804677","doi":"10.1158/1538-7445.sabcs19-p2-08-01","title":"Abstract P2-08-01: Alcohol and tobacco use in relation to mammographic density in 23,456 women","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Tamoxifen; Menarche; Mammography; Body mass index; Population; Cohort; Menopause; Gynecology; Family history; Hormone replacement therapy (female-to-male); Cancer; Digital mammography; Breast cancer screening; Internal medicine; Oncology; Obstetrics; Demography; Environmental health","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":[0.0005296234,0.0001062508,0.000250802,0.0004178478,0.00004915981,0.00005116909,0.00008259183,0.0001024657,0.0002444211],"category_scores_gemma":[0.0002767981,0.0001003785,0.00002923458,0.001198765,0.00008014831,0.000162093,0.00009470647,0.0007032438,0.00004129983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235574,"about_ca_system_score_gemma":0.0002233842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007562257,"about_ca_topic_score_gemma":0.008538467,"domain_scores_codex":[0.998378,0.00005949479,0.0002271817,0.0003976105,0.0004497023,0.0004879692],"domain_scores_gemma":[0.9991674,0.0001107586,0.00002409775,0.0002025957,0.00009180648,0.0004033376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001031897,0.00003961058,0.9724122,0.00007913382,0.00001384301,0.0001143861,0.002825681,0.00003739307,0.01343663,0.00002385035,0.001545425,0.00844],"study_design_scores_gemma":[0.001382744,0.0001615466,0.9915387,0.0001490012,0.000003119552,0.000001943658,0.0004801489,0.00003524669,0.0008308142,0.00004528884,0.005271324,0.0001001373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943445,0.0003678936,0.000002678901,0.004299241,0.00004789172,0.0006717122,0.00001593524,0.00001992928,0.0002301643],"genre_scores_gemma":[0.9982228,0.0007418795,0.0000278652,0.0005794656,0.0001285751,0.0001327131,0.00000824698,0.0000206636,0.000137755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01912654,"threshold_uncertainty_score":0.9990464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547626052783759,"score_gpt":0.4136148345836343,"score_spread":0.2588522293052584,"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."}}