{"id":"W4376602590","doi":"10.1053/j.gastro.2023.04.038","title":"Apposition of Fibroblasts With Metaplastic Gastric Cells Promotes Dysplastic Transition","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre; McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Vanderbilt Digestive Diseases Research Center, Vanderbilt University Medical Center; Canada Foundation for Innovation; National Cancer Institute; National Institutes of Health; Cancer Research UK; Vanderbilt-Ingram Cancer Center; Vanderbilt University; American Gastroenterological Association; U.S. Department of Veterans Affairs; McGill University; U.S. Department of Defense","keywords":"Metaplasia; Dysplasia; Pathology; Stromal cell; Biology; Cancer research; Cancer; Intestinal metaplasia; Medicine","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":[0.0001796261,0.0002859734,0.0002182962,0.0002986951,0.0002284015,0.0003750589,0.00009815283,0.0002361669,0.002013785],"category_scores_gemma":[0.0001235692,0.0001789792,0.0002450321,0.0001821315,0.0001618767,0.000161535,0.0003014159,0.0004191931,0.0004362258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672249,"about_ca_system_score_gemma":0.0001290197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168812,"about_ca_topic_score_gemma":0.000621673,"domain_scores_codex":[0.9997924,0.0000354919,0.0000188395,0.00005171611,0.00006195514,0.00003955143],"domain_scores_gemma":[0.9998228,0.00002625928,0.00004419503,0.00002289808,0.00002448853,0.00005947578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001582499,0.00001922618,0.00279731,0.00004711395,0.000007605155,0.0001935018,0.00003647565,0.00002312891,0.995427,0.00005412439,0.0000546582,0.001181612],"study_design_scores_gemma":[0.00003885313,0.0005403173,0.1073046,0.00003057083,0.0000557492,0.003251914,0.0004009692,0.001125567,0.8763308,0.000140818,0.01076829,0.00001163528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944822,0.002147919,0.001662892,0.00008443061,0.0000249511,0.00002393077,0.0002947666,0.00005107368,0.001227983],"genre_scores_gemma":[0.995199,0.0009489595,0.001703052,0.00007159363,0.00002376217,0.00003539835,0.000430108,0.00001163909,0.001576487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013785,"threshold_uncertainty_score":0.006736755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009939271192865293,"score_gpt":0.2267788171185625,"score_spread":0.2168395459256972,"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."}}