{"id":"W2118709131","doi":"10.1158/1055-9965.epi-09-0211","title":"The Association of Lifestyle and Dietary Factors with the Risk for Serrated Polyps of the Colorectum","year":2009,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Hyperplastic Polyp; Medicine; Internal medicine; Gastroenterology; Colorectal cancer; Family history; Aspirin; Adenoma; Cancer; Colonoscopy","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":[0.001987607,0.0001113024,0.0002984847,0.00003124348,0.0002607944,0.00000324321,0.00008308025,0.0001377909,0.000003328229],"category_scores_gemma":[0.001074053,0.00004941625,0.0001572122,0.0002219103,0.0001940805,0.00003658852,0.00001635286,0.0001608957,8.922466e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275088,"about_ca_system_score_gemma":0.000106281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005012596,"about_ca_topic_score_gemma":0.001456787,"domain_scores_codex":[0.9985755,0.0006192386,0.0003302965,0.000183222,0.000102861,0.0001888495],"domain_scores_gemma":[0.9972635,0.001561872,0.0007906968,0.0001946847,0.0001547257,0.00003455555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006388046,0.00003482258,0.9585027,0.0000344377,0.000661301,5.866017e-8,0.000232152,0.0000533073,0.002118502,0.00005412679,0.004724381,0.02719619],"study_design_scores_gemma":[0.0008108724,0.001909292,0.9905393,0.0001033899,0.0004744311,0.000002432816,0.0002083843,0.000833685,0.002854718,0.00105847,0.001149096,0.00005592028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843326,0.00356712,0.0007403714,0.01010786,0.0003060179,0.0008341628,0.00001916733,0.00002002003,0.00007272534],"genre_scores_gemma":[0.9985501,0.0005614753,0.0001392461,0.0001885706,0.00006562965,0.00007058295,0.00001167433,0.000007075533,0.0004056409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03203664,"threshold_uncertainty_score":0.2015136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263836209562142,"score_gpt":0.3175814349926936,"score_spread":0.2911978140364794,"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."}}