{"id":"W4384557585","doi":"10.3390/pathogens12070940","title":"From Non-Alcoholic Fatty Liver Disease to Liver Cancer: Microbiota and Inflammation as Key Players","year":2023,"lang":"en","type":"review","venue":"Pathogens","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Universidad de Granada","keywords":"Steatohepatitis; Fatty liver; Cirrhosis; Inflammation; Cancer; Alcoholic liver disease; Medicine; Immune system; Population; Hepatocellular carcinoma; Steatosis; Gut flora; Liver disease; Disease; Immunology; Gastroenterology; Cancer research; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000740524,0.000536517,0.00122842,0.0002427134,0.0001029879,0.00006307157,0.0001279313,0.000205451,0.0003199351],"category_scores_gemma":[0.00007064021,0.0004278719,0.0004865262,0.0002966236,0.00004211711,0.00005670805,0.0001834185,0.0001778965,0.002159004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411947,"about_ca_system_score_gemma":0.0004835428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553275,"about_ca_topic_score_gemma":0.0001143549,"domain_scores_codex":[0.9980621,0.000080428,0.0004307181,0.0007923502,0.0002755327,0.0003588661],"domain_scores_gemma":[0.9981453,0.0001664667,0.0001887435,0.0005501501,0.00008324652,0.0008661217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009565785,0.0002817217,0.00261486,0.01644509,0.002072173,0.003496254,0.001167264,0.000002974712,0.00005198346,0.00002449931,0.004950308,0.9687972],"study_design_scores_gemma":[0.001135109,0.0001373486,0.04181204,0.03239844,0.01872949,0.00002277816,0.00004139427,0.00004297286,0.00003676309,0.00001137926,0.9048191,0.000813226],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01861926,0.9725079,0.000003513667,0.0001324989,0.0002605898,0.002636573,0.005663104,0.00009203762,0.00008455224],"genre_scores_gemma":[0.0004298234,0.9946278,0.0001386098,0.0002269034,0.0008164487,0.001028541,0.002178691,0.0001116758,0.0004415559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967984,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646579030339249,"score_gpt":0.3431196435978749,"score_spread":0.2866538532944824,"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."}}