{"id":"W4394963408","doi":"10.34133/research.0382","title":"Metabolic Dysfunction-Associated Steatohepatitis Detected by Neutrophilic Crown-Like Structures in Morbidly Obese Patients: A Multicenter and Clinicopathological Study","year":2024,"lang":"en","type":"article","venue":"Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Everett Chalmers Regional Hospital; Western University","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Steatohepatitis; Morbidly obese; Medicine; Internal medicine; Gastroenterology; Fatty liver; Obesity; Disease; Weight loss","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005208853,0.0001837505,0.0003561503,0.0003579533,0.0001137725,0.0001275663,0.00008564621,0.0001137003,0.0002403525],"category_scores_gemma":[0.000449463,0.0001299239,0.00008013067,0.0006295248,0.0001178695,0.0001062051,0.0001430821,0.000529706,0.0000536523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200295,"about_ca_system_score_gemma":0.00009531908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009804387,"about_ca_topic_score_gemma":0.0003887809,"domain_scores_codex":[0.9972895,0.0006087351,0.0003281135,0.000597655,0.0007203614,0.0004556409],"domain_scores_gemma":[0.9987827,0.0004312403,0.0000252826,0.0002564371,0.0002533791,0.0002509738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003094873,0.004215265,0.9833776,0.00006754928,0.0001732691,0.0006717959,0.0008392129,5.578457e-7,0.0001846926,0.00001524476,0.001282742,0.008862586],"study_design_scores_gemma":[0.004960694,0.00180782,0.9916655,0.0001274536,0.0001608326,0.000002765934,0.0003561209,0.0003001937,0.0001005007,0.00006989176,0.0003429534,0.0001052259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913269,0.006437247,3.816127e-7,0.0001952696,0.0001493712,0.001637646,0.0001103262,0.00007669803,0.00006621308],"genre_scores_gemma":[0.9978779,0.001310997,0.00001154923,0.00007739798,0.00004934845,0.0003639494,0.0001086988,0.00002923438,0.0001709268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757359,"threshold_uncertainty_score":0.5298141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040738647093212,"score_gpt":0.3704499373620569,"score_spread":0.3300425508911248,"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."}}