{"id":"W2536609598","doi":"10.1016/j.jhep.2016.10.017","title":"Risk of cirrhosis-related complications in patients with advanced fibrosis following hepatitis C virus eradication","year":2016,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cirrhosis; Internal medicine; Hepatocellular carcinoma; Gastroenterology; Cumulative incidence; Clinical endpoint; Fibrosis; Hepatitis C virus; Diabetes mellitus; Hepatitis C; Cohort; Immunology; Virus; Clinical trial","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":[0.0003521728,0.000121663,0.0005606159,0.0005085046,0.00003989185,0.000003966712,0.0001564358,0.0001241143,0.0001048222],"category_scores_gemma":[0.0006950737,0.00007911976,0.0001412224,0.0004096369,0.0001317146,0.0002111813,0.00002873971,0.0002756467,0.00002048645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331259,"about_ca_system_score_gemma":0.0001856671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003489803,"about_ca_topic_score_gemma":0.0003457099,"domain_scores_codex":[0.9980312,0.0002382109,0.0008650052,0.0001675875,0.0004436453,0.0002543589],"domain_scores_gemma":[0.9980424,0.0003312236,0.0007050107,0.0002903102,0.0004832262,0.0001478312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004123959,0.0002454413,0.9420284,0.00001592086,0.0001741808,0.00002104537,0.0001228891,0.000005908991,0.005190435,0.00004018658,0.00009706782,0.0516461],"study_design_scores_gemma":[0.005547382,0.00141008,0.9886844,0.0004020173,0.0001069262,0.00002321664,0.000006215061,0.00006415726,0.002795686,0.0001738461,0.0007005836,0.00008546491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971209,0.0002122683,0.000687926,0.001237188,0.0000958042,0.0003039587,0.00003277247,0.000009650659,0.0002995159],"genre_scores_gemma":[0.9955311,0.0008564814,0.003487833,0.00004665788,0.00001535687,0.0000128391,0.000008855859,0.00002224653,0.0000185981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05156063,"threshold_uncertainty_score":0.322641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865926244149024,"score_gpt":0.2777557893113763,"score_spread":0.2690965268698861,"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."}}