{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403248,0.0006222421,0.0007925218,0.001787731,0.0002284792,0.0006721927,0.0004305136,0.0006960323,0.003166936],"category_scores_gemma":[0.0003122917,0.0001800481,0.000376797,0.001421664,0.0003098669,0.000730123,0.0005373601,0.001275161,0.001835592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129559,"about_ca_system_score_gemma":0.0007961076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028878,"about_ca_topic_score_gemma":0.001928233,"domain_scores_codex":[0.9999043,0.00001563593,0.000014961,0.00001490361,0.00003690955,0.00001315964],"domain_scores_gemma":[0.9998986,0.00003423045,0.0000170377,0.000003014773,0.00003416333,0.00001290526],"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":[0.00009426435,0.00007734794,0.0002785645,0.01904217,0.00008746784,0.0003118874,0.00007316705,0.0004451686,0.00288558,0.005759529,0.03605679,0.934888],"study_design_scores_gemma":[0.00001590723,0.00009251068,0.001500179,0.003495086,0.00008458863,0.001731556,0.0000615521,0.0001038229,0.0005717314,0.002806113,0.9895169,0.00001994848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00012647,0.9983863,0.00009421237,0.0002296193,0.0001847042,0.000004199916,0.00001786919,0.000006743082,0.0009499731],"genre_scores_gemma":[0.0006011429,0.9984978,0.00008593628,0.0001312856,0.0001244756,0.000004580683,0.00002627342,8.582398e-7,0.0005276957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003166936,"threshold_uncertainty_score":0.01059449,"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."}}