{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005413675,0.0002438422,0.0002553926,0.0006655958,0.0001993697,0.000452825,0.000218256,0.0002237065,0.00119861],"category_scores_gemma":[0.002086847,0.0002115035,0.0002894209,0.0008352817,0.0001737006,0.0002393128,0.0002396028,0.0003828997,0.0001219987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145982,"about_ca_system_score_gemma":0.0001963327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158307,"about_ca_topic_score_gemma":0.00288871,"domain_scores_codex":[0.9997241,0.00007585202,0.000041488,0.00007600771,0.00005924163,0.00002337264],"domain_scores_gemma":[0.9979253,0.0004788805,0.001056446,0.0001095852,0.0002086068,0.0002210748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009139918,0.000005487801,0.9991392,0.0000134803,0.00004814584,0.00002066395,0.000008411038,0.00001508115,0.0001381967,0.000003904006,0.00002180622,0.0004941234],"study_design_scores_gemma":[0.000003891956,0.00003797069,0.9994878,0.00000414985,0.00003499055,0.0001662885,0.00002097047,0.0001110315,0.00005423527,0.00001143643,0.00006594577,0.000001326053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971628,0.00174016,0.0001794251,0.00003175651,0.00001097625,0.000005908097,0.0005487874,0.000005639034,0.000314652],"genre_scores_gemma":[0.9992549,0.0002083078,0.0001673927,0.00001063978,0.00001073376,0.000003815175,0.0002477771,9.942651e-7,0.00009552029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003158307,"threshold_uncertainty_score":0.006279826,"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."}}