{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005332414,0.0001228665,0.0003365747,0.00002870355,0.0000261119,0.00001830303,0.0002072779,0.00001434917,0.0003119227],"category_scores_gemma":[0.00001926059,0.0001018039,0.00005248433,0.0001410425,0.00001403727,0.00008352142,0.000198566,0.00007112975,0.0000347581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899679,"about_ca_system_score_gemma":0.00119571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646277,"about_ca_topic_score_gemma":0.3742776,"domain_scores_codex":[0.9990174,0.00003919806,0.0002266575,0.0002834812,0.0002690208,0.0001642893],"domain_scores_gemma":[0.9991859,0.00003792508,0.00005407669,0.0002496851,0.00005190008,0.0004205606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00045436,0.0008365917,0.985495,0.00007940968,0.0001825886,0.001040209,0.002201165,0.007094622,0.000007957659,0.00002880978,0.001672539,0.000906778],"study_design_scores_gemma":[0.00381328,0.0002140629,0.9674671,0.0001442822,0.0003688146,5.9524e-7,0.0007547457,0.02657573,0.0000733553,0.00001289216,0.0004390702,0.0001360597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950213,0.0008220964,0.00001604863,0.001592341,0.00002554508,0.001806655,0.0001109571,0.000006082955,0.0005990094],"genre_scores_gemma":[0.998876,0.0000798226,0.00009085854,0.0006390457,0.00005626829,0.000116403,0.00004179208,0.00001528245,0.00008457662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5903501,"threshold_uncertainty_score":0.6371402,"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."}}