{"id":"W2806844008","doi":"10.1111/jvh.12936","title":"Hepatitis C among vulnerable populations: A seroprevalence study of homeless, people who inject drugs and prisoners in London","year":2018,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Prison; Seroprevalence; Hepatitis C; Imprisonment; Transmission (telecommunications); Substance abuse; Drug; Psychiatry; Family medicine; Internal medicine; Immunology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070632,0.0002146734,0.0009794206,0.0007455948,0.0001341313,0.00004759831,0.0002107446,0.0001256443,0.0001898825],"category_scores_gemma":[0.0006830564,0.0001925453,0.0001010355,0.0008116662,0.0002251315,0.0006517795,0.000120166,0.0006912872,0.000008575178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437511,"about_ca_system_score_gemma":0.0002377163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0402212,"about_ca_topic_score_gemma":0.06068265,"domain_scores_codex":[0.9966748,0.0004525968,0.001150749,0.0002733404,0.001056336,0.0003921342],"domain_scores_gemma":[0.9980393,0.0001468105,0.000547588,0.0003229413,0.000701147,0.0002422232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002450997,0.0005406945,0.9771476,0.0001786623,0.00006842075,0.0001592321,0.00893282,0.00002075831,0.0004826456,0.00001941401,0.0005044989,0.0117002],"study_design_scores_gemma":[0.003367071,0.005745407,0.9853098,0.000900736,0.00006832869,0.00006426558,0.001044507,0.002481741,0.0006612774,0.0001185471,0.00007054531,0.0001677604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978269,0.0005810014,0.00006809217,0.0001338134,0.000185184,0.0007038803,0.00001667911,0.00001274875,0.0004717089],"genre_scores_gemma":[0.9944713,0.003999698,0.001003065,0.00004520112,0.0002025603,0.00001903812,0.000003649769,0.00003664737,0.0002188491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046145,"threshold_uncertainty_score":0.9661701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225677135135721,"score_gpt":0.3304150852127518,"score_spread":0.3081583138613946,"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."}}