{"id":"W2793074980","doi":"10.15386/cjmed-993","title":"NON-ALCOHOLIC FATTY LIVER DISEASE: AN UPDATE ON DIAGNOSIS","year":2018,"lang":"en","type":"review","venue":"Medicine and Pharmacy Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Petro-Canada","funders":"","keywords":"Fatty liver; Alcoholic liver disease; Disease; Medicine; Gastroenterology; Internal medicine; Cirrhosis","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":[0.001409904,0.0008849166,0.001766881,0.005289808,0.0004163177,0.001598977,0.0009639619,0.001177956,0.005587399],"category_scores_gemma":[0.004440384,0.0003778713,0.001141116,0.004277374,0.0006316301,0.00220309,0.0008633401,0.002016693,0.001388146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220717,"about_ca_system_score_gemma":0.002862983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338293,"about_ca_topic_score_gemma":0.004209709,"domain_scores_codex":[0.9991,0.0002262244,0.0002465374,0.0001045762,0.0002751441,0.00004753508],"domain_scores_gemma":[0.9969472,0.001753723,0.0004120985,0.00005809509,0.0007292586,0.0000996237],"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":[0.00008708877,0.0000527283,0.0009497487,0.05633457,0.0002709101,0.0003930789,0.0001701496,0.0001903047,0.0004656987,0.002906752,0.06888587,0.8692931],"study_design_scores_gemma":[0.0000258383,0.00007943477,0.00219199,0.04651913,0.0006564441,0.004454451,0.0002142137,0.0001023973,0.0001835681,0.002188466,0.9433501,0.00003391651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006668222,0.99818,0.00007179759,0.0008048683,0.0004267159,0.000003435944,0.00002683072,0.000004249064,0.0004153276],"genre_scores_gemma":[0.0006909855,0.9979149,0.0002358144,0.0004302331,0.0005119743,0.000004742726,0.0000460867,0.0000014582,0.0001638514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005587399,"threshold_uncertainty_score":0.01869172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321112171179393,"score_gpt":0.4304519866528059,"score_spread":0.2983407695348665,"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."}}