{"id":"W1487383971","doi":"10.1186/1471-2458-6-229","title":"Demographic, risk behaviour and personal network variables associated with prevalent hepatitis C, hepatitis B, and HIV infection in injection drug users in Winnipeg, Canada","year":2006,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Hepatitis C; Public health; Epidemiology; Human immunodeficiency virus (HIV); Hepatitis B; Drug; Virology; Environmental health; Gerontology; Demography; Immunology; Internal medicine; Pathology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001676949,0.0002560286,0.0004976511,0.0004103867,0.0002232862,0.0000643381,0.00004361497,0.000143762,0.00002023255],"category_scores_gemma":[0.0003076028,0.0002484244,0.0000250978,0.001231139,0.0000888899,0.0002743381,0.00003349446,0.0005490456,4.577544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469257,"about_ca_system_score_gemma":0.002493201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711598,"about_ca_topic_score_gemma":0.9979854,"domain_scores_codex":[0.9970351,0.0006685573,0.0005785311,0.0004976513,0.0004818074,0.000738296],"domain_scores_gemma":[0.9987869,0.0002491944,0.0003143997,0.000166032,0.0001186595,0.0003648067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003878474,0.0001975067,0.9932442,0.0001209485,0.00002281183,0.00001824483,0.001327372,0.0002253489,3.826941e-7,0.00003743072,0.003241976,0.001525051],"study_design_scores_gemma":[0.002292807,0.0003131044,0.9905517,0.0003192023,0.00003612883,0.0000495947,0.0006002319,0.00516532,5.280277e-7,0.00004610057,0.0004122918,0.0002129836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964999,0.0005912196,0.0002215405,0.001381203,0.0001400696,0.0008620601,0.00008704166,0.00007613436,0.0001408617],"genre_scores_gemma":[0.9970133,0.001463644,0.0004223738,0.0003462965,0.0001419043,0.00007944904,0.0002740631,0.0000405273,0.000218413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02682562,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690187552224202,"score_gpt":0.264958738033434,"score_spread":0.248056862511192,"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."}}