{"id":"W3211479171","doi":"10.1016/j.rgmxen.2021.10.004","title":"Evaluation of fibrosis in patients with nonalcoholic fatty liver disease","year":2021,"lang":"es","type":"editorial","venue":"Revista de Gastroenterología de México (English Edition)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Nonalcoholic fatty liver disease; Fibrosis; Medicine; Internal medicine; Nonalcoholic steatohepatitis; Liver fibrosis; Fatty liver; Gastroenterology; Disease; Pathology","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":[0.005283266,0.002130949,0.003905676,0.0039051,0.0007875102,0.00322472,0.001740724,0.006000026,0.00319618],"category_scores_gemma":[0.01981904,0.0007459089,0.002134647,0.001627653,0.0009955036,0.001837405,0.0007962423,0.008966833,0.00149343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798108,"about_ca_system_score_gemma":0.002066898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844928,"about_ca_topic_score_gemma":0.005708188,"domain_scores_codex":[0.9975642,0.0007503173,0.0006584908,0.0002413043,0.0006669147,0.0001187922],"domain_scores_gemma":[0.9843625,0.007127305,0.001067695,0.000220251,0.006343858,0.0008783878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003408253,0.00003429767,0.0005413064,0.003383557,0.0002642914,0.000366217,0.00003647112,0.0000265432,0.0001085867,0.00027588,0.9612106,0.03341138],"study_design_scores_gemma":[0.001470883,0.0002548424,0.01581857,0.01812323,0.00300057,0.002872706,0.0002739434,0.0006364876,0.0005642006,0.001326464,0.9555508,0.0001072785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002128592,0.1182182,0.0001645756,0.03083951,0.849056,0.00003500022,0.0001755478,0.00003822121,0.001260146],"genre_scores_gemma":[0.00176342,0.05837066,0.000409787,0.01662081,0.9197726,0.0000616173,0.0001255282,0.00001961443,0.002855898],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.006000026,"threshold_uncertainty_score":0.02794093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091431846592411,"score_gpt":0.2500408387414308,"score_spread":0.2391265202755067,"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."}}