{"id":"W1980900867","doi":"10.3748/wjg.v20.i7.1712","title":"Clinical approaches to non-alcoholic fatty liver disease","year":2014,"lang":"en","type":"review","venue":"World Journal of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Fatty liver; Steatohepatitis; Medicine; Metabolic syndrome; Insulin resistance; Cirrhosis; Liver biopsy; Nonalcoholic fatty liver disease; Internal medicine; Pioglitazone; Steatosis; Gastroenterology; Fibrosis; Type 2 diabetes; Diabetes mellitus; Disease; Obesity; Endocrinology; Biopsy","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":[0.0005742263,0.0008465557,0.001098743,0.002785405,0.0003640986,0.0009834596,0.0008024334,0.001156492,0.004816273],"category_scores_gemma":[0.001089725,0.0002066332,0.0005786491,0.002329574,0.0006197701,0.001263223,0.0008525407,0.002014273,0.002843122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608879,"about_ca_system_score_gemma":0.001085366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109188,"about_ca_topic_score_gemma":0.002072306,"domain_scores_codex":[0.999707,0.00006106052,0.00005872133,0.00004270747,0.0001076938,0.00002264252],"domain_scores_gemma":[0.9996021,0.0001658803,0.00005948779,0.00001361131,0.000126586,0.00003241681],"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":[0.00005329178,0.00007662886,0.0002850368,0.0160791,0.00006789537,0.0003761549,0.00009267496,0.0001782636,0.0006609517,0.003376381,0.042254,0.9364997],"study_design_scores_gemma":[0.00002029608,0.0000731304,0.001310406,0.006780364,0.00007623171,0.003590554,0.0001068154,0.0000627798,0.0002129861,0.00275493,0.9849917,0.00001975778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009397895,0.9973013,0.0001516281,0.00051158,0.0003140646,0.000007900349,0.00001409529,0.000008441248,0.001597097],"genre_scores_gemma":[0.0008259751,0.9972965,0.0002808737,0.0004358621,0.0003593737,0.00001019182,0.00003035224,0.000001719842,0.0007590833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004816273,"threshold_uncertainty_score":0.01611203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805615748439005,"score_gpt":0.3766079837293525,"score_spread":0.1960464088854521,"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."}}