{"id":"W1991140122","doi":"10.1097/00126334-200406010-00012","title":"The Future Face of Coinfection","year":2004,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"","keywords":"Coinfection; Medicine; Seroconversion; Logistic regression; Demography; Incidence (geometry); Hepatitis C; Young adult; Internal medicine; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338891,0.0002211698,0.0006427398,0.0003671874,0.0002476508,0.00003727756,0.0003881466,0.0001413883,0.00002700303],"category_scores_gemma":[0.0005918258,0.0001368387,0.0003705597,0.0009780459,0.0002924233,0.0002940026,0.00006153222,0.0002523315,0.00006552145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864045,"about_ca_system_score_gemma":0.0003621799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814592,"about_ca_topic_score_gemma":0.000004959495,"domain_scores_codex":[0.9973649,0.00009576471,0.001140646,0.0001670843,0.0008401473,0.0003914875],"domain_scores_gemma":[0.9978157,0.000214968,0.0008547071,0.0004887268,0.0005020293,0.0001238499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003420035,0.004866954,0.02423263,0.001224522,0.002146991,0.00174522,0.05216886,0.007027482,0.581651,0.01046365,0.005330693,0.3057219],"study_design_scores_gemma":[0.02080916,0.02218294,0.5482882,0.002720183,0.00189241,0.04009381,0.2026848,0.0002427865,0.1303059,0.006931081,0.0224994,0.001349259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980435,0.01324914,0.0007402924,0.002594363,0.001701079,0.0002420887,0.000004909063,0.0000445373,0.0009885569],"genre_scores_gemma":[0.9963233,0.002205376,0.0005516765,0.00003902378,0.0001936857,0.000002874542,0.000002606913,0.00003936318,0.0006420236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5240556,"threshold_uncertainty_score":0.5580122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060983174124524,"score_gpt":0.3048974574073344,"score_spread":0.2842876256660892,"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."}}