{"id":"W2611673745","doi":"10.1371/journal.pone.0176282","title":"A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University Health Network; University of Toronto; St. Paul's Hospital; Alberta Hip and Knee Clinic; McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre; University of Ottawa; McGill University; Canadian HIV Trials Network, Canadian Institutes of Health Research; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete; McMaster University; Fonds de Recherche du Québec - Santé; Ottawa Hospital Research Institute; ViiV Healthcare; Amgen; Pfizer; Bristol-Myers Squibb; GlaxoSmithKline","keywords":"Medicine; Internal medicine; Fibrosis; Proportional hazards model; Hepatitis C; Gastroenterology; Cohort; Genotype; Hepatitis C virus; Prospective cohort study; Immunology; Liver disease; Biology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007670101,0.001323806,0.001061098,0.00189149,0.0005990201,0.001582953,0.002027552,0.001183999,0.005424309],"category_scores_gemma":[0.01201226,0.0004877523,0.001764967,0.0008575611,0.0004906869,0.0005929678,0.001007587,0.001831474,0.0007488272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243613,"about_ca_system_score_gemma":0.002600803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02792978,"about_ca_topic_score_gemma":0.0129338,"domain_scores_codex":[0.998423,0.0009246066,0.0000622576,0.0002664381,0.0001165058,0.0002071975],"domain_scores_gemma":[0.9898176,0.00757436,0.0007708518,0.0003767166,0.000859976,0.0006004814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004636128,0.0004470989,0.7845324,0.0002091743,0.002564709,0.0005774209,0.0002001551,0.1673244,0.0004470034,0.001439934,0.007298144,0.03032356],"study_design_scores_gemma":[0.0002131599,0.0004401001,0.05661688,0.00007814196,0.0007856565,0.0004066418,0.0001072647,0.9379703,0.00008920748,0.002472081,0.0007764459,0.00004419912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530672,0.002894834,0.03286817,0.003613218,0.0003971139,0.0002534986,0.00410534,0.0006807916,0.002119781],"genre_scores_gemma":[0.9930046,0.0002529979,0.003791279,0.0001030874,0.00009453021,0.0001132261,0.001287963,0.00002828964,0.001323883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02792978,"threshold_uncertainty_score":0.05553442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871227017435725,"score_gpt":0.344849159761795,"score_spread":0.1577264580182224,"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."}}