{"id":"W3034115330","doi":"10.9778/cmajo.20190212","title":"Burden of nonalcoholic fatty liver disease in Canada, 2019–2030: a modelling study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; McGill University Health Centre; Brampton Civic Hospital; Vancouver Hospital and Health Sciences Centre; University of Calgary; University of British Columbia; University Health Network; Mount Sinai Hospital; Western University","funders":"Gilead Sciences","keywords":"Nonalcoholic fatty liver disease; Medicine; Cirrhosis; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Liver transplantation; Fibrosis; Stage (stratigraphy); Liver disease; Incidence (geometry); Fatty liver; Steatosis; Disease; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001427917,0.0009130051,0.0006220049,0.001098559,0.001642824,0.001357838,0.002100684,0.001012968,0.003559093],"category_scores_gemma":[0.003314886,0.0004537539,0.001660819,0.001911909,0.0006495391,0.0005163139,0.000893607,0.001185957,0.0003433704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03749282,"about_ca_system_score_gemma":0.02908612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885591,"about_ca_topic_score_gemma":0.9792489,"domain_scores_codex":[0.9995151,0.0001173025,0.00002144333,0.00008048456,0.00007633021,0.000189354],"domain_scores_gemma":[0.9979606,0.0004617614,0.0002213668,0.00008777505,0.00097312,0.0002953266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007812555,0.0003518845,0.3386364,0.0003230474,0.0007387107,0.0008454915,0.000638902,0.6173394,0.0005306585,0.007914405,0.02037951,0.01152032],"study_design_scores_gemma":[0.0003166507,0.0001504057,0.09245323,0.0001387632,0.0003198996,0.0001919251,0.0009920842,0.8963493,0.0002004443,0.002157665,0.00662907,0.0001006104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582615,0.0009087132,0.004021952,0.003307492,0.00006830513,0.0001989945,0.02436457,0.0001412428,0.008727229],"genre_scores_gemma":[0.9861972,0.0005751438,0.00263493,0.0002219635,0.00001857865,0.0001222699,0.007301987,0.00002740966,0.002900522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03749282,"threshold_uncertainty_score":0.2720307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040193745532483,"score_gpt":0.294699221728205,"score_spread":0.2342972842728801,"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."}}