{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465132,0.0002866638,0.0005046452,0.0006802861,0.0001409914,0.0004591352,0.0001702601,0.0003266085,0.0006111958],"category_scores_gemma":[0.005357903,0.0002292771,0.001246211,0.0006468731,0.0002081161,0.0001898001,0.0002103054,0.0003908435,0.00004585219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429462,"about_ca_system_score_gemma":0.0002543287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309154,"about_ca_topic_score_gemma":0.001970627,"domain_scores_codex":[0.9988316,0.0006131315,0.0001431532,0.0002021975,0.0001336352,0.00007636966],"domain_scores_gemma":[0.9947671,0.002082863,0.002101423,0.0005147543,0.000273779,0.0002600724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006887312,0.00006910928,0.9740129,0.0002545621,0.002627087,0.0001181324,0.000045215,0.0002310483,0.002757612,0.00005039809,0.00008847131,0.01285815],"study_design_scores_gemma":[0.00008398375,0.0003710541,0.9981731,0.0000108942,0.0006570439,0.0001352245,0.00001063814,0.0002138587,0.0001675256,0.00003437954,0.0001381851,0.000004196705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899393,0.00835213,0.0006994032,0.0001061917,0.00001739976,0.00003510678,0.00030353,0.0000126696,0.0005343923],"genre_scores_gemma":[0.9986817,0.0006307781,0.0004114347,0.00003522693,0.00002408441,0.00001492761,0.000120775,0.000002879857,0.00007824491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002465132,"threshold_uncertainty_score":0.01303703,"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."}}