{"id":"W4382402345","doi":"10.3390/cancers15133367","title":"Liver Fibrosis in Non-Alcoholic Fatty Liver Disease and Progression to Hepatocellular Carcinoma in Patients with Inflammatory Bowel Disease: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Fatty liver; Metabolic syndrome; Inflammatory bowel disease; Hepatocellular carcinoma; Dyslipidemia; Fibrosis; Steatohepatitis; Disease; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004301914,0.001126577,0.007705616,0.007517793,0.0004835136,0.001815175,0.001475477,0.001505369,0.00342459],"category_scores_gemma":[0.01988987,0.0007905192,0.006620258,0.008993185,0.000627647,0.001699881,0.001043651,0.0008471831,0.0002235707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488385,"about_ca_system_score_gemma":0.006860652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00902459,"about_ca_topic_score_gemma":0.02706147,"domain_scores_codex":[0.9956238,0.001273108,0.001946716,0.00032856,0.0006606518,0.0001672548],"domain_scores_gemma":[0.9839156,0.01076022,0.00356035,0.0002209279,0.001323237,0.0002194821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001592753,0.00001115981,0.001650552,0.9691124,0.00979178,0.00012042,0.000116187,0.00005936455,0.00009572263,0.00008552508,0.0009957367,0.01780183],"study_design_scores_gemma":[0.0003698769,0.0002743689,0.01430449,0.84672,0.1253016,0.000845645,0.0002852947,0.0001226471,0.0001378534,0.0001867315,0.01140338,0.00004807801],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001640806,0.9973183,0.000082576,0.0001614278,0.0000734311,0.0002028324,0.00034754,0.000005705106,0.0001673277],"genre_scores_gemma":[0.02164163,0.976571,0.0004416751,0.0003881599,0.00008839341,0.0004725544,0.0002818481,0.000003669319,0.0001110291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00902459,"threshold_uncertainty_score":0.02275097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309774510441849,"score_gpt":0.2901286821460568,"score_spread":0.2670309370416383,"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."}}