{"id":"W2130578679","doi":"10.1158/1055-9965.epi-13-0375","title":"Plasma C-Peptide, Mammographic Breast Density, and Risk of Invasive Breast Cancer","year":2013,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; Changchun University of Science and Technology","keywords":"Breast cancer; MAMMOGRAPHIC DENSITY; Mammography; Medicine; Oncology; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006445,0.0004469476,0.000202345,0.0006094984,0.0001700795,0.0004177074,0.0003669843,0.0003901249,0.001805532],"category_scores_gemma":[0.004796505,0.0001526104,0.0002905019,0.000678366,0.000258745,0.0001753746,0.0002661643,0.000432891,0.0001391719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613352,"about_ca_system_score_gemma":0.0003230836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420719,"about_ca_topic_score_gemma":0.002714754,"domain_scores_codex":[0.9996821,0.0001036582,0.00002204413,0.00008657369,0.00007810696,0.00002758493],"domain_scores_gemma":[0.9971164,0.001178759,0.0009841137,0.0001531535,0.0002602732,0.0003072582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002193032,0.00003055039,0.9972823,0.00002819239,0.0001206775,0.00003959751,0.00001342224,0.00009793051,0.0002853371,0.00001220109,0.00008266843,0.001787875],"study_design_scores_gemma":[0.000009581148,0.00006945699,0.9990388,0.00001201939,0.00008145141,0.000253354,0.00001528622,0.0002437722,0.000127429,0.00004437581,0.0001018096,0.000002758655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99538,0.002883557,0.0004102672,0.0001778058,0.00001495399,0.00001274135,0.0004646188,0.00001572803,0.0006402892],"genre_scores_gemma":[0.9983626,0.0005357767,0.0005428352,0.00005230962,0.0000266433,0.00000947255,0.0003355132,0.000001889818,0.0001329012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005420719,"threshold_uncertainty_score":0.01077831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854923973771593,"score_gpt":0.2929979873012896,"score_spread":0.2744487475635737,"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."}}