{"id":"W2112686636","doi":"10.1158/1055-9965.epi-09-1059","title":"Screen-Film Mammographic Density and Breast Cancer Risk: A Comparison of the Volumetric Standard Mammogram Form and the Interactive Threshold Measurement Methods","year":2010,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Women's College Hospital; Cancer Research UK","keywords":"Breast cancer; Confidence interval; Mammography; Odds ratio; Medicine; MAMMOGRAPHIC DENSITY; Logistic regression; Cancer; Nuclear medicine; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006054919,0.0004626671,0.0003841565,0.001857108,0.0001530303,0.0008151212,0.001011472,0.0004842401,0.001045984],"category_scores_gemma":[0.02677825,0.0002968942,0.0005973006,0.001319539,0.000432696,0.0005640913,0.0005520902,0.0003251713,0.0001212105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008662323,"about_ca_system_score_gemma":0.0005157993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096842,"about_ca_topic_score_gemma":0.0115444,"domain_scores_codex":[0.9960127,0.002036975,0.0001626933,0.0003012787,0.001414983,0.00007143758],"domain_scores_gemma":[0.9872891,0.00820542,0.002331183,0.0006705648,0.001233805,0.0002700613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005856752,0.000131124,0.9105756,0.0003768591,0.001156237,0.00007137148,0.0003280147,0.000705946,0.0007980271,0.0005566923,0.0006616013,0.07878175],"study_design_scores_gemma":[0.000320378,0.001881026,0.9826655,0.0001851188,0.0006906448,0.001056602,0.0002416625,0.01006019,0.0009500682,0.0003913157,0.001511928,0.00004553387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976127,0.01149204,0.008396463,0.0003210287,0.00006514385,0.0001381718,0.0008396698,0.00009834112,0.002522226],"genre_scores_gemma":[0.9915702,0.001739876,0.005522936,0.00006535801,0.000041451,0.00006560607,0.0005264205,0.00002148908,0.0004465594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096842,"threshold_uncertainty_score":0.03202188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621884533242385,"score_gpt":0.3809540350450167,"score_spread":0.3447351897125928,"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."}}