{"id":"W3137888679","doi":"10.1002/hep.31823","title":"A Prospective Study Evaluating Changes in Histology, Clinical and Virologic Outcomes in HBV‐HIV Co‐infected Adults in North America","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Internal medicine; HBsAg; HBeAg; Gastroenterology; Cirrhosis; Coinfection; Liver biopsy; Prospective cohort study; Hepatitis B; Hepatitis B virus; Biopsy; Immunology; Human immunodeficiency virus (HIV)","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":[0.0007270108,0.0003281948,0.0003384205,0.0005862416,0.0009295036,0.0005272608,0.0003030162,0.0003674568,0.001474988],"category_scores_gemma":[0.001019493,0.000482907,0.0002053841,0.001145222,0.0004016257,0.0005841985,0.0005301944,0.0004190824,0.0002972378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551751,"about_ca_system_score_gemma":0.0007058292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760517,"about_ca_topic_score_gemma":0.0264894,"domain_scores_codex":[0.9995677,0.0001562009,0.00004477954,0.00009865081,0.0000541283,0.00007859594],"domain_scores_gemma":[0.998876,0.0001362676,0.0004257643,0.00006437859,0.0001717589,0.0003257905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009201436,0.00004914785,0.9991248,0.000009163845,0.00001588104,0.00004907287,0.0001662487,0.000005003428,0.0001081473,0.00000498706,0.00005575878,0.0003197528],"study_design_scores_gemma":[0.0000217318,0.0001768158,0.9987864,0.000006963086,0.00001862429,0.00013429,0.0006141448,0.00002863806,0.00002191679,0.000008845064,0.0001797808,0.000001911123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991473,0.0001126299,0.00003871002,0.000017921,0.000002900957,0.00003694325,0.0003579093,0.00000137015,0.0002843207],"genre_scores_gemma":[0.9990416,0.00009456795,0.00009868882,0.00004888756,0.000008021779,0.00005848809,0.0004711107,0.000001635149,0.0001771518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01760517,"threshold_uncertainty_score":0.03500539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675814837156178,"score_gpt":0.4023531769502078,"score_spread":0.33477169323459,"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."}}