{"id":"W4392605237","doi":"10.1016/j.dld.2024.01.079","title":"The effect of metabolic dysfunction-associated steatotic liver disease on liver fibrosis progression and regression in virus-related liver disease: a multicenter longitudinal study","year":2024,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Disease; Internal medicine; Liver disease; Liver fibrosis; Fibrosis; Regression; Gastroenterology","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":[0.004309056,0.000803185,0.0007598096,0.0005834058,0.001080032,0.001160603,0.0007797471,0.001465653,0.0009377737],"category_scores_gemma":[0.005283519,0.0007710669,0.001230818,0.0008441966,0.0004911602,0.001406585,0.0009067674,0.001656102,0.0002452747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005599278,"about_ca_system_score_gemma":0.0007763223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013534,"about_ca_topic_score_gemma":0.009176193,"domain_scores_codex":[0.9982598,0.0008977699,0.0001081705,0.0003051376,0.0001334553,0.0002956288],"domain_scores_gemma":[0.9959352,0.000493712,0.001428302,0.0006575779,0.0005468889,0.0009383689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002224139,0.0002978469,0.9955221,0.000009144117,0.0004076695,0.00007640185,0.0001335725,0.00004999315,0.0002819342,0.0000243482,0.00009118624,0.000881593],"study_design_scores_gemma":[0.00003970091,0.0006266432,0.9986609,0.000004742769,0.000120565,0.00007896742,0.0001336524,0.0001621243,0.00004648746,0.0000151484,0.0001035524,0.000007370009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989932,0.0002900944,0.00009677144,0.00006578152,0.00001212529,0.0000151633,0.0003060976,0.000005018988,0.0002156274],"genre_scores_gemma":[0.9991041,0.00008146645,0.00009357327,0.000032721,0.00001726306,0.00001658896,0.0003965901,0.000003744855,0.0002539985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013534,"threshold_uncertainty_score":0.02278876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284914452884872,"score_gpt":0.2864316114454172,"score_spread":0.2735824669165685,"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."}}