{"id":"W2995044369","doi":"10.3138/canlivj.2019-0023","title":"Sociodemographic risk factors for hepatitis C virus infection in a prospective cohort study of 257 persons in Canada who inject drugs","year":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Seroconversion; Prospective cohort study; Internal medicine; Hepatitis C virus; Hepatitis C; Serology; Hydromorphone; Cohort; Immunology; Antibody; Virus; Opioid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000640028,0.0001714882,0.0005030295,0.001175259,0.0001331315,0.00002694244,0.000115441,0.00009935138,0.0003609857],"category_scores_gemma":[0.0003132242,0.0001692294,0.00009836388,0.0006438261,0.00004596458,0.0001673623,0.00001600916,0.0009603342,0.000004833214],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006090537,"about_ca_system_score_gemma":0.008661765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998105,"about_ca_topic_score_gemma":0.9999737,"domain_scores_codex":[0.9979859,0.0002440413,0.0004133481,0.0002732232,0.0005072015,0.0005762881],"domain_scores_gemma":[0.9986726,0.0001678527,0.0001574527,0.0001895173,0.0002538033,0.000558756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005461405,0.00008858646,0.9893298,0.00003382278,0.0001655337,0.0001444513,0.008581768,0.00007443197,0.00001014183,0.000003197142,0.0006630782,0.0008505992],"study_design_scores_gemma":[0.00238283,0.0007576959,0.9922037,0.0001188285,0.00004694288,0.00001706448,0.003150742,0.0009157191,0.00003109791,0.00001686367,0.0002082636,0.0001502768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964545,0.00009965817,0.000004202758,0.0000469222,0.0002028949,0.002398299,0.0002153813,0.000004245273,0.0005739],"genre_scores_gemma":[0.9989817,0.0006698763,0.00001435473,0.00005475384,0.00005636625,0.00006556854,0.000008493847,0.00003054822,0.0001183868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005431026,"threshold_uncertainty_score":0.9977249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239684903094949,"score_gpt":0.2585664736241124,"score_spread":0.2461696245931629,"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."}}