{"id":"W2977066938","doi":"10.1093/jncics/pkz056","title":"Plasma Biomarkers of Insulin and the Insulin-like Growth Factor Axis, and Risk of Colorectal Adenoma and Serrated Polyp","year":2019,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Broad Institute; Sun Yat-sen University; Harvard T.H. Chan School of Public Health; Massachusetts Institute of Technology; Dana-Farber/Harvard Cancer Center; Universitetet i Oslo; McGill University; American Institute for Cancer Research; National Cancer Institute; National Key Research and Development Program of China; Brigham and Women's Hospital; American Cancer Society","keywords":"IGFBP3; Medicine; Internal medicine; Adenoma; Odds ratio; Hyperinsulinemia; Colorectal adenoma; Hyperplastic Polyp; Colorectal cancer; Body mass index; Gastroenterology; Confidence interval; Risk factor; Endocrinology; Insulin; Cancer; Insulin resistance; Growth factor; Colonoscopy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002055167,0.000183569,0.0004868546,0.0001370197,0.00006577245,0.00001644419,0.00005901786,0.0001235009,0.00007021976],"category_scores_gemma":[0.00008261156,0.0001284667,0.0000596822,0.000334832,0.0003411908,0.00007530456,0.00007359465,0.0002387037,0.000001223473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007336168,"about_ca_system_score_gemma":0.0001299311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009271191,"about_ca_topic_score_gemma":0.001493561,"domain_scores_codex":[0.9988838,0.00008048779,0.0002991624,0.0003124291,0.0002235391,0.0002005336],"domain_scores_gemma":[0.9992115,0.0001735375,0.0002645729,0.0001678496,0.00007317931,0.0001093836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04916371,0.00007324481,0.9173909,0.0004246873,0.0009488117,0.000006657255,0.002736493,0.000004789178,0.01107087,0.0001908597,0.0001948701,0.01779408],"study_design_scores_gemma":[0.009139775,0.002711376,0.9461901,0.0001382893,0.000232159,0.00008041994,0.0003895433,0.003286154,0.03730214,0.0001412568,0.0002161821,0.000172564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914027,0.006376381,0.00001191956,0.0005562636,0.0003875851,0.0005624347,0.00009533329,0.0000343717,0.000573028],"genre_scores_gemma":[0.9950209,0.004611889,0.00008475151,0.0000487067,0.00007930771,0.0000208988,0.000003703738,0.00002073193,0.0001091686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04002394,"threshold_uncertainty_score":0.9973261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007664659157255213,"score_gpt":0.2302760974676099,"score_spread":0.2226114383103547,"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."}}