{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117812,0.0001600699,0.000395465,0.0003180182,0.00003180216,0.000005284063,0.00005261911,0.00005412111,0.0001345956],"category_scores_gemma":[0.00001041732,0.0001286873,0.00009589057,0.0003779173,0.0001249374,0.0000513072,0.00001864776,0.0001254853,0.00006198351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003225697,"about_ca_system_score_gemma":0.00004144637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666027,"about_ca_topic_score_gemma":0.00003337691,"domain_scores_codex":[0.9988182,0.00005971891,0.000268357,0.0002727403,0.0002033214,0.0003777269],"domain_scores_gemma":[0.9994596,0.00005210283,0.0001090675,0.0001793858,0.00008208127,0.0001177534],"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":[0.01063242,0.0006511089,0.009915598,0.001336457,0.0007201508,0.0003352196,0.0007139987,0.004185122,0.9656453,0.00003888285,0.002607206,0.003218509],"study_design_scores_gemma":[0.04001369,0.09238857,0.3474918,0.002237575,0.007374112,0.006404601,0.001134833,0.01459353,0.4855769,0.0002900226,0.001565001,0.000929308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730725,0.00002078615,0.02567623,0.0005054154,0.0001456671,0.0003471519,0.00005826908,0.00008768681,0.00008634971],"genre_scores_gemma":[0.9971812,0.00003221362,0.002302928,0.0001343687,0.00006921418,0.0000385378,0.0001195764,0.00002544636,0.00009654312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800684,"threshold_uncertainty_score":0.5247715,"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."}}