{"id":"W2053468856","doi":"10.1158/1055-9965.epi-05-0158","title":"Low-Fat, High Fruit and Vegetable Diets and Weight Loss Do Not Affect Biomarkers of Cellular Proliferation in Barrett Esophagus","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute; National Institutes of Health","keywords":"Barrett's esophagus; Gastroenterology; Medicine; Esophagus; Internal medicine; Confidence interval; Biomarker; Relative risk; Adenocarcinoma; Randomized controlled trial; Cancer; Biology; Biochemistry","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":[0.0006204614,0.0005586775,0.001339767,0.0002942319,0.0003028397,0.0003383584,0.0004062833,0.001220959,0.004548061],"category_scores_gemma":[0.0008167467,0.0003140868,0.0009580527,0.0002053596,0.000644346,0.0003805547,0.0004048632,0.001354461,0.0002800806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311622,"about_ca_system_score_gemma":0.0003951225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094545,"about_ca_topic_score_gemma":0.001728035,"domain_scores_codex":[0.9996964,0.0001204225,0.00003319622,0.00004804762,0.00004296041,0.00005907378],"domain_scores_gemma":[0.9994116,0.0001867075,0.0001097915,0.00005180499,0.00002961069,0.000210364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8961862,0.04508797,0.003396807,0.0005359709,0.001061612,0.00004282873,0.00004896693,0.0003091422,0.01172505,0.00005844912,0.0002791426,0.04126788],"study_design_scores_gemma":[0.3399131,0.6104408,0.0416839,0.0000949922,0.001472492,0.00006941623,0.00007018293,0.0006291113,0.004519032,0.0001431494,0.0009461857,0.00001763007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980693,0.0009454802,0.00009548842,0.00008932278,0.00005914074,0.0001982381,0.00008199861,0.00001488273,0.0004459969],"genre_scores_gemma":[0.9967349,0.0007348217,0.0005660717,0.0002674648,0.0001047256,0.0003341547,0.0002253431,0.000005166351,0.001027323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004548061,"threshold_uncertainty_score":0.0152148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749098546572249,"score_gpt":0.342975462991881,"score_spread":0.3154844775261585,"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."}}