{"id":"W2792062218","doi":"10.1093/jcag/gwy008.174","title":"A173 EVALUATION OF LIVER FIBROSIS SCORES POST-HCV SVR IN PEOPLE WHO INJECT DRUGS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Infectious Diseases Centre","funders":"","keywords":"Medicine; Hepatitis C; Internal medicine; Transient elastography; Retrospective cohort study; Population; Cohort; Liver disease; Observational study; Fibrosis; Liver fibrosis; Environmental health","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":[0.0008880863,0.000231339,0.0004231407,0.001409343,0.0004719241,0.0005524526,0.0002810605,0.0004301038,0.001611333],"category_scores_gemma":[0.002648517,0.0003225417,0.0004388252,0.001084539,0.000272633,0.0005498986,0.0004723654,0.0005092298,0.0005904805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243092,"about_ca_system_score_gemma":0.0002576718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927938,"about_ca_topic_score_gemma":0.003515348,"domain_scores_codex":[0.9994693,0.0001672414,0.00007841318,0.00005354939,0.0001150554,0.0001163572],"domain_scores_gemma":[0.9983087,0.0002776776,0.0008269424,0.00006948491,0.0002157058,0.0003013897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001497176,0.00004563673,0.9983544,0.00001079275,0.00001161493,0.00008748379,0.00008423092,0.000008773498,0.0001196068,0.000003564903,0.00002762309,0.001096425],"study_design_scores_gemma":[0.000003786644,0.0003314988,0.9990947,0.000004703265,0.000008387954,0.0002225764,0.0001473214,0.00004851848,0.00005903338,0.000004839188,0.0000722642,0.000002339284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991429,0.0001269194,0.00005283859,0.000009935389,0.000003020034,0.00002505637,0.0001820196,0.000002573872,0.0004547733],"genre_scores_gemma":[0.999266,0.00009444874,0.00006831683,0.00001321837,0.000006109726,0.00002322517,0.0002484208,0.000001322351,0.0002790187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927938,"threshold_uncertainty_score":0.005821764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187546111593834,"score_gpt":0.2949179097459779,"score_spread":0.2761632985865945,"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."}}