{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008195752,0.0002939497,0.0007512331,0.0003999932,0.00010222,0.0000139369,0.0001188606,0.0002166507,0.0003104494],"category_scores_gemma":[0.0001652842,0.0002489978,0.0003808371,0.0004776258,0.0007670042,0.0003903387,0.00008881721,0.0002457146,0.00001198863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007392468,"about_ca_system_score_gemma":0.0001417893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855094,"about_ca_topic_score_gemma":0.0007106522,"domain_scores_codex":[0.9977456,0.0003909357,0.0006765796,0.0005612765,0.0001377117,0.000487946],"domain_scores_gemma":[0.9980695,0.0004602525,0.0005895683,0.000317229,0.000270196,0.0002932505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003356018,0.00009506151,0.8355274,0.0001913707,0.001410953,0.000004189796,0.000029197,0.00000366174,0.001538157,0.00009267971,0.004156557,0.1566152],"study_design_scores_gemma":[0.001396057,0.0001254803,0.9892838,0.0009576071,0.0007545178,0.0007256817,0.00009888644,0.0002322063,0.0003846175,0.005732337,0.00008754161,0.0002212695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988933,0.005130541,0.0002266799,0.004059762,0.0003147643,0.0007040923,0.0001610112,0.0000652178,0.0004049692],"genre_scores_gemma":[0.9901344,0.007803109,0.001048137,0.0003375199,0.0001474436,0.0002153081,0.00006120578,0.0000284679,0.00022448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156394,"threshold_uncertainty_score":0.9999962,"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."}}