{"id":"W2111072318","doi":"10.7448/ias.17.1.19296","title":"Predictors of liver‐related death among people who inject drugs in Vancouver, Canada: a 15‐year prospective cohort study","year":2014,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute on Drug Abuse; Canada Research Chairs","keywords":"Medicine; Hazard ratio; Hepatitis C; Proportional hazards model; Confidence interval; Prospective cohort study; Cohort; Cohort study; Population; Internal medicine; Hepatitis C virus; Mortality rate; Multivariate analysis; Cause of death; Demography; Immunology; Environmental health; Virus; Disease","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":[0.0007034128,0.0004247613,0.0005591247,0.001220358,0.002200247,0.001403599,0.001265262,0.0005697756,0.001770987],"category_scores_gemma":[0.001522181,0.0005912086,0.000559231,0.003427561,0.0004810402,0.0004081992,0.0009356242,0.001005165,0.000373724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007933879,"about_ca_system_score_gemma":0.01167645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733906,"about_ca_topic_score_gemma":0.9820854,"domain_scores_codex":[0.9993462,0.00005448751,0.00004983231,0.0001254489,0.0002125251,0.0002115757],"domain_scores_gemma":[0.9983661,0.00006480551,0.0002604268,0.00009012072,0.0007746036,0.0004441163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005028381,0.00002651904,0.997843,0.00001824789,0.00005273066,0.00004541724,0.0001996802,0.00002890907,0.00006208476,0.00001620798,0.0005094971,0.001147363],"study_design_scores_gemma":[0.00001129306,0.0000208836,0.9986553,0.00003547679,0.00003067036,0.00004494376,0.00051178,0.0001321357,0.00001718416,0.00001177994,0.0005218817,0.000006609056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886412,0.001006314,0.0001271302,0.0002401503,0.00002350509,0.0001200701,0.008457142,0.00001013217,0.001374486],"genre_scores_gemma":[0.992532,0.001192163,0.0002510233,0.0001501744,0.00001024368,0.00006806488,0.004475759,0.000005514446,0.001315119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660942,"threshold_uncertainty_score":0.05756462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008099653821119721,"score_gpt":0.2588305223080629,"score_spread":0.2507308684869431,"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."}}