{"id":"W3127571655","doi":"10.3390/cancers13040730","title":"Inflammatory Mechanisms Underlying Nonalcoholic Steatohepatitis and the Transition to Hepatocellular Carcinoma","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Servier; Deutsche Forschungsgemeinschaft","keywords":"Nonalcoholic fatty liver disease; Steatohepatitis; Immune system; Hepatocellular carcinoma; Cirrhosis; Cancer research; Inflammation; Medicine; Fibrosis; Immunology; Acquired immune system; Liver disease; Fatty liver; Bioinformatics; Disease; Biology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001241137,0.0003212859,0.001224722,0.0000961398,0.0001159449,0.00004357123,0.00007452266,0.0001316721,0.0001060583],"category_scores_gemma":[0.00001343356,0.0002106469,0.0004654131,0.0001877164,0.00007223149,0.00003348229,0.00003622898,0.0001724091,0.0000245545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360495,"about_ca_system_score_gemma":0.001424537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004531551,"about_ca_topic_score_gemma":0.0000301613,"domain_scores_codex":[0.9986585,0.00014193,0.0003098816,0.0004154088,0.000254295,0.0002199677],"domain_scores_gemma":[0.9991162,0.0001113646,0.00009915802,0.0003538452,0.00006081592,0.0002585776],"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":[0.00006246268,0.00004319058,0.0002441203,0.01921272,0.002076676,0.00133451,0.001399129,0.000007174205,0.000001598704,0.006108029,0.0007686715,0.9687417],"study_design_scores_gemma":[0.005140303,0.00026799,0.0005755851,0.04269984,0.01872342,0.0002850032,0.0004458747,0.0002094,0.00002174317,0.0002072112,0.930633,0.0007906389],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001904741,0.9951997,0.000100284,0.0002440002,0.0001849641,0.002026405,0.00009345592,0.00002631897,0.0002201094],"genre_scores_gemma":[0.01449064,0.9830628,0.00006860359,0.0007068978,0.00009339752,0.001230433,0.0002232441,0.00005163751,0.00007232443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9679511,"threshold_uncertainty_score":0.8589931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554210616225635,"score_gpt":0.3114404767500444,"score_spread":0.255898370587788,"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."}}