{"id":"W4416411649","doi":"","title":"The Relationship Between Nonalcoholic Fatty Liver Disease and Hepatitis B: Ameliorating or Aggravating? A Systematic Review.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonalcoholic fatty liver disease; Disease; Fatty liver; Hepatitis; Metabolic syndrome; Hepatitis C; Steatosis; Hepatitis B virus","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":[0.01053183,0.001288613,0.008060592,0.0109684,0.0006410388,0.002794683,0.001590237,0.002047495,0.005268949],"category_scores_gemma":[0.04037994,0.001072219,0.005407521,0.01271081,0.0009820146,0.002679357,0.001316369,0.001070814,0.0003801285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075441,"about_ca_system_score_gemma":0.0123572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005326897,"about_ca_topic_score_gemma":0.01832934,"domain_scores_codex":[0.9914905,0.003075665,0.003452382,0.0005188378,0.001212969,0.0002496439],"domain_scores_gemma":[0.9723853,0.01666869,0.007643865,0.0004101777,0.002531211,0.0003607743],"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":[0.0001246566,0.00000792949,0.0006357832,0.9810165,0.004359912,0.00008132034,0.0001168238,0.00003098948,0.0001046257,0.00009225353,0.0008748315,0.01255445],"study_design_scores_gemma":[0.000326355,0.0002265641,0.005340561,0.9096826,0.07119417,0.0004761504,0.0003123794,0.0000737166,0.0001375223,0.0002146281,0.01198401,0.00003135969],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001190487,0.9965187,0.0001504754,0.0005111467,0.0001801151,0.000782383,0.0004231011,0.000008486546,0.0002351528],"genre_scores_gemma":[0.02083441,0.9750857,0.001040953,0.0007344832,0.0001391571,0.001684804,0.0002556992,0.00000496172,0.0002199274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0109684,"threshold_uncertainty_score":0.05569828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876939879825234,"score_gpt":0.2983748625777919,"score_spread":0.2496054637795396,"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."}}