{"id":"W2013261349","doi":"10.1158/1055-9965.epi-06-0693","title":"Circulating Insulin and C-Peptide Levels and Risk of Breast Cancer among Predominately Premenopausal Women","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Breast cancer; Medicine; Internal medicine; Oncology; Insulin; Endocrinology; Cancer; Gynecology","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":[0.003285459,0.0002475503,0.0007338785,0.0001814165,0.0001097085,0.000005538255,0.00006380002,0.0002628391,0.0001811398],"category_scores_gemma":[0.0003333354,0.0002190243,0.00009048509,0.0001960563,0.0005335907,0.0001558038,0.00007391758,0.0002550937,6.241469e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674598,"about_ca_system_score_gemma":0.0001357008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005509728,"about_ca_topic_score_gemma":0.001470525,"domain_scores_codex":[0.9976625,0.0002975031,0.0008437366,0.0005369462,0.0001236477,0.0005356559],"domain_scores_gemma":[0.9982033,0.0004445102,0.000728578,0.0002255061,0.0001214962,0.0002765605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009559715,0.00004379111,0.8633829,0.0002161332,0.0007347888,0.000005949107,0.0005639761,0.00001289711,0.005637762,0.00002246235,0.0001499133,0.1282734],"study_design_scores_gemma":[0.002078431,0.0002402184,0.9941924,0.0005706897,0.0003872761,0.00004912201,0.0002928586,0.0003950111,0.0005012052,0.0008638356,0.0002330239,0.0001959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860126,0.01119077,0.00125944,0.0003275255,0.0002753462,0.0006375069,0.0001326797,0.00003802063,0.000126085],"genre_scores_gemma":[0.9938849,0.004634481,0.000864708,0.00009663749,0.000180539,0.0001081477,0.00001675123,0.00002881024,0.000185021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308095,"threshold_uncertainty_score":0.8931552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141305142509878,"score_gpt":0.3565821330735882,"score_spread":0.3151690816484894,"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."}}