{"id":"W2110195764","doi":"10.1093/ofid/ofv109","title":"Predicting Risk of End-Stage Liver Disease in Antiretroviral-Treated Human Immunodeficiency Virus/Hepatitis C Virus-Coinfected Patients","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; OPEC Fund for International Development","keywords":"Medicine; Virology; Hepatitis C virus; Human immunodeficiency virus (HIV); Liver disease; Stage (stratigraphy); Hepatitis C; Virus; Internal medicine; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004431405,0.0004410474,0.0008093995,0.0006569799,0.000345525,0.0001808422,0.0005045903,0.0001471324,0.0009528436],"category_scores_gemma":[0.002576318,0.0004216736,0.0002492955,0.001147943,0.0003356953,0.0009302315,0.0007899471,0.0004572053,0.0001648404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008724,"about_ca_system_score_gemma":0.0006727806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1996834,"about_ca_topic_score_gemma":0.02048701,"domain_scores_codex":[0.9959012,0.0005264367,0.0009102934,0.0007255636,0.001054046,0.0008824898],"domain_scores_gemma":[0.9969423,0.0001573061,0.0004580606,0.00091697,0.000658837,0.0008665484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007382997,0.003443298,0.9902079,0.0001464156,0.0001348238,0.0002143782,0.0001951358,0.00008591559,0.0005842387,0.00009295531,0.0006559298,0.003500735],"study_design_scores_gemma":[0.005970469,0.002028505,0.9874036,0.0003147266,0.0002616756,0.000001776316,0.00003728831,0.001919834,0.0009966962,0.0001504732,0.0005181978,0.0003967612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811564,0.0004445635,0.00001448602,0.00001673966,0.0001428145,0.002413935,0.002835697,0.0001949776,0.01278036],"genre_scores_gemma":[0.997447,0.0006159133,0.00001916805,0.0001044195,0.00003669722,0.0002473228,0.0009924852,0.00010196,0.000435084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791964,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342367298850174,"score_gpt":0.3093975229391569,"score_spread":0.2859738499506552,"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."}}