{"id":"W2157283269","doi":"10.1158/1055-9965.epi-04-0706","title":"Insulin-Like Growth Factor-I, IGF-Binding Protein-3, and Mammographic Breast Density","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Health Sciences Centre; University of Toronto; The Quebec Population Health Research Network; Hôpital Charles-Le Moyne; McGill University; Jewish General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; MAMMOGRAPHIC DENSITY; Breast cancer; Mammography; Correlation; Breast density; Internal medicine; Insulin-like growth factor; Postmenopausal women; Insulin-like growth factor-binding protein; Oncology; Endocrinology; Gynecology; Growth factor; Cancer; Receptor; Mathematics","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":[0.0009572393,0.0003117534,0.0006780644,0.000271795,0.0001831302,0.00001154539,0.00009839009,0.0003473488,0.0002644618],"category_scores_gemma":[0.0001845094,0.0002753556,0.0002660113,0.0002871256,0.0003355127,0.0002064962,0.00007594082,0.0003421787,0.00002199373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528459,"about_ca_system_score_gemma":0.0001519245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009530413,"about_ca_topic_score_gemma":0.0008645974,"domain_scores_codex":[0.9976516,0.0003530566,0.0006285465,0.000677541,0.0001400645,0.0005492212],"domain_scores_gemma":[0.9987376,0.0001683185,0.0003543025,0.0003018602,0.0001193671,0.0003185606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007324404,0.00009857387,0.888646,0.0001461022,0.0004948818,0.000007400013,0.00007692998,8.181611e-7,0.008766349,0.0002344338,0.002290102,0.09850598],"study_design_scores_gemma":[0.00206804,0.0002130919,0.9891766,0.0004504522,0.0002549621,0.0001581376,0.00004777007,0.0001404206,0.00110777,0.001275994,0.004774909,0.000331852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839893,0.007570419,0.0008337763,0.005972961,0.0004400643,0.0009064323,0.00004832627,0.0001294614,0.0001092567],"genre_scores_gemma":[0.9937718,0.002486849,0.001798386,0.0006453065,0.0003955206,0.0001436544,0.00008656344,0.00003526206,0.0006366716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005306,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843061161854576,"score_gpt":0.3328947106383855,"score_spread":0.2944640990198398,"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."}}