{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005676264,0.0002411862,0.001504175,0.0003488756,0.00004527218,0.000004442051,0.00007112592,0.000206619,0.00006290738],"category_scores_gemma":[0.00468852,0.0002161974,0.00004898691,0.0006203857,0.000415994,0.00003456646,0.0001916399,0.0006838261,0.00003590267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187627,"about_ca_system_score_gemma":0.0001982871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604594,"about_ca_topic_score_gemma":0.6067619,"domain_scores_codex":[0.9965971,0.001218351,0.0007801523,0.000749952,0.000166821,0.0004875957],"domain_scores_gemma":[0.9984323,0.0009170745,0.0001581707,0.000287688,0.0001269714,0.00007782847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004786924,0.001741471,0.9859977,0.00004052889,0.00007193819,0.003002109,0.004774498,8.963411e-7,0.00002612277,0.000009648061,0.00003937631,0.003816956],"study_design_scores_gemma":[0.007547364,0.002333659,0.9873705,0.00004410002,0.00004737878,0.00008454926,0.001240964,0.001012105,0.000009076181,0.00003610948,0.0001060582,0.0001681596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952642,0.000741337,0.000001910113,0.002233533,0.0001664573,0.001253005,0.00001377763,0.00004808887,0.0002777392],"genre_scores_gemma":[0.997432,0.0005205165,0.000298531,0.001215738,0.00002713547,0.0004178188,0.00002439994,0.00001882722,0.00004501868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6031573,"threshold_uncertainty_score":0.8816274,"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."}}