{"id":"W2791303851","doi":"10.1093/jcag/gwy008.222","title":"A221 A RETROSPECTIVE ANALYSIS OF PATIENTS WITH BIOPSY PROVEN NASH IN AN URBAN CENTRE.","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Liver Centre","funders":"","keywords":"Medicine; Liver biopsy; Steatohepatitis; Biopsy; Internal medicine; Fatty liver; Liver disease; Population; Gastroenterology; Demographics; Retrospective cohort study; Referral; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006864961,0.0005072506,0.0006900422,0.002018664,0.001177207,0.0009064284,0.0004804744,0.0005669535,0.00562162],"category_scores_gemma":[0.001946071,0.0008801265,0.0005391149,0.002502514,0.0005647449,0.0008662839,0.0008910682,0.0005518242,0.001422478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009294744,"about_ca_system_score_gemma":0.0008983287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338639,"about_ca_topic_score_gemma":0.01379553,"domain_scores_codex":[0.9989907,0.0002282642,0.0001294497,0.000275691,0.0001937248,0.000182069],"domain_scores_gemma":[0.9982993,0.0003618225,0.0006058158,0.000129525,0.0002355469,0.0003679688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009567369,0.00005499687,0.9983459,0.00001907802,0.00002669454,0.000638752,0.0001102299,0.00001299254,0.0001023335,0.000008053056,0.0001362215,0.0004490865],"study_design_scores_gemma":[0.00002537014,0.0003446574,0.9956455,0.00001805788,0.00002922988,0.002595519,0.0008146263,0.00008694233,0.00005695301,0.00001264653,0.0003590389,0.00001144637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979226,0.000306875,0.000070799,0.00002961116,0.000007615915,0.00006068936,0.0007928564,0.000005401863,0.0008035526],"genre_scores_gemma":[0.998131,0.0002033538,0.00008317654,0.0001005902,0.00002389834,0.00007284695,0.001101655,0.000004743802,0.0002786691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338639,"threshold_uncertainty_score":0.02661699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004235626480086632,"score_gpt":0.2126405747838842,"score_spread":0.2084049483037975,"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."}}