{"id":"W4387326639","doi":"10.1080/01635581.2023.2261651","title":"Dietary Inflammatory Potential and the Risk of Serrated and Adenomatous Colorectal Polyps","year":2023,"lang":"en","type":"article","venue":"Nutrition and Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Queen's University Belfast; National Cancer Institute; National Institutes of Health; Cancer Research UK; Vanderbilt Institute for Clinical and Translational Research; Queen's University; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Hyperplastic Polyp; Medicine; Internal medicine; Gastroenterology; Odds ratio; Colonoscopy; Colorectal cancer; Quartile; Inflammation; Adenoma; Confidence interval; Case-control study; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008775385,0.0003136278,0.000260736,0.0009202926,0.0002322719,0.0004778928,0.0002449345,0.0003332502,0.0009234415],"category_scores_gemma":[0.003303766,0.0003876045,0.0004139742,0.0006935281,0.000259138,0.0002147435,0.0003365096,0.000366142,0.0001045397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695793,"about_ca_system_score_gemma":0.0001492243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395261,"about_ca_topic_score_gemma":0.003003959,"domain_scores_codex":[0.9994881,0.0002101597,0.00006193746,0.0001043962,0.00009749577,0.00003788267],"domain_scores_gemma":[0.9981337,0.0005130002,0.0009086046,0.0001606913,0.0001164975,0.0001675773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007855672,0.00003864133,0.996147,0.00003246209,0.000223066,0.00009273269,0.0000484074,0.00002972622,0.0008485031,0.00001905174,0.00002197351,0.001712756],"study_design_scores_gemma":[0.00001419286,0.0001388553,0.9990866,0.000004955158,0.00007260839,0.0003253322,0.00002901552,0.0001091967,0.00009150418,0.00001961355,0.0001054315,0.000002712873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998462,0.001121512,0.0001218429,0.00001697616,0.000004151003,0.000005945034,0.0001017142,0.000002936428,0.0001629525],"genre_scores_gemma":[0.9993893,0.0002454321,0.0001505794,0.000006470543,0.000007993805,0.000004439161,0.00008443209,9.601035e-7,0.000110351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002395261,"threshold_uncertainty_score":0.00476265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025068142020692,"score_gpt":0.249565316525857,"score_spread":0.2393146351056501,"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."}}