{"id":"W6889823645","doi":"10.26190/unsworks/18601","title":"Molecular epidemiology of hepatitis C virus infection among people who inject drugs","year":2015,"lang":"en","type":"dissertation","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatitis C virus; Molecular epidemiology; Epidemiology; Population; Logistic regression; Cohort; Transmission (telecommunications); Hepatitis C","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839035,0.0001881213,0.0004191379,0.004419287,0.0005327038,0.001309532,0.000414923,0.000461252,0.001233436],"category_scores_gemma":[0.006802975,0.000214219,0.0003436394,0.005337086,0.0006729445,0.0003825976,0.0004724379,0.0004394335,0.0001287227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337742,"about_ca_system_score_gemma":0.005298464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2057256,"about_ca_topic_score_gemma":0.3440309,"domain_scores_codex":[0.9981176,0.0004185561,0.000277759,0.0003586463,0.0007051413,0.0001224642],"domain_scores_gemma":[0.995039,0.001659898,0.001836462,0.00008926031,0.001219115,0.0001562427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492426,0.0000281116,0.7963137,0.01346984,0.0006460128,0.000312634,0.003552444,0.0005066717,0.002324028,0.000809998,0.00433304,0.1775542],"study_design_scores_gemma":[0.00000823487,0.00008871517,0.9781648,0.005327148,0.0003396778,0.0005664536,0.001622576,0.0001542523,0.000328422,0.0002884042,0.01308371,0.00002762204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4937675,0.4801603,0.001902886,0.004365315,0.0001280805,0.0002951133,0.01031306,0.00005631407,0.009011403],"genre_scores_gemma":[0.7672506,0.2211647,0.005113472,0.00106908,0.0001302265,0.0002125061,0.003826509,0.00001387473,0.001218953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057256,"threshold_uncertainty_score":0.4090564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135656483790843,"score_gpt":0.3328708599062714,"score_spread":0.271514295068363,"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."}}