{"id":"W4280511675","doi":"10.1111/jvh.13706","title":"Internet‐guided <scp>HCV‐RNA</scp> testing: A promising tool to achieve hepatitis C micro‐elimination among men who have sex with men","year":2022,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Roche Diagnostics; AbbVie; Gilead Sciences","keywords":"Men who have sex with men; Test (biology); Medicine; Hepatitis C virus; Population; Service (business); Hepatitis C; Transmission (telecommunications); Virology; Environmental health; Computer science; Biology; Business; Virus; Human immunodeficiency virus (HIV)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00168354,0.0004344957,0.0009691431,0.0009129376,0.0003589525,0.0002239101,0.0005555429,0.0001361024,0.0002807681],"category_scores_gemma":[0.001937092,0.0003912781,0.0002093308,0.0008189972,0.0001564101,0.0006619102,0.0004503774,0.001396451,0.0000347806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637389,"about_ca_system_score_gemma":0.0007069626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009705565,"about_ca_topic_score_gemma":0.0008050542,"domain_scores_codex":[0.9944943,0.0005058322,0.001373443,0.0005303299,0.002262316,0.0008337594],"domain_scores_gemma":[0.996514,0.0004282423,0.0008722291,0.0004596569,0.001122325,0.0006035212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003322701,0.0003427835,0.8254445,0.0001461947,0.0003646909,0.002629464,0.004693371,0.0002732674,0.01101139,0.00003593325,0.0823616,0.07236451],"study_design_scores_gemma":[0.007543854,0.02656479,0.8367815,0.001750763,0.0004932142,0.002041032,0.001762846,0.05214398,0.03133817,0.0002437034,0.03869881,0.0006373386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438793,0.0001027307,0.001428331,0.001267178,0.0001057569,0.001282239,0.00007226337,0.00006088661,0.05180131],"genre_scores_gemma":[0.9682031,0.0001405082,0.008569438,0.0006521075,0.0005007263,0.0001387718,0.00003660492,0.0001386685,0.02162009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07172717,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095591414636701,"score_gpt":0.2989971357583844,"score_spread":0.2680412216120174,"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."}}