{"id":"W4411550926","doi":"10.1371/journal.pone.0326094","title":"Longitudinal trajectories of sexual behavior and incident hepatitis C reinfection among men who have sex with men with HIV","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"ZonMw; Aids Fonds","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Hepatitis C; Longitudinal study; Sexual behavior; Medicine; Demography; Virology; Syphilis; Clinical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106941,0.00017994,0.0002646617,0.0005442073,0.0004864607,0.0007521592,0.0003667295,0.000370409,0.001230538],"category_scores_gemma":[0.003496402,0.0003237478,0.0004082916,0.0006460814,0.0001765865,0.0005823813,0.0007284925,0.0006049345,0.0001823593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992192,"about_ca_system_score_gemma":0.0004756788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982695,"about_ca_topic_score_gemma":0.02181163,"domain_scores_codex":[0.9996803,0.00009126119,0.00002462411,0.00007238927,0.00004702708,0.00008439066],"domain_scores_gemma":[0.9987858,0.0001915931,0.000500169,0.00009810556,0.0001462866,0.0002780579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128723,0.00004013616,0.998147,0.00000411781,0.00003504566,0.00001907513,0.0001577342,0.000111359,0.00006836122,0.00002115451,0.00004662907,0.001220613],"study_design_scores_gemma":[0.000004773519,0.0001022514,0.9985976,0.000008828527,0.00001834658,0.00006195804,0.000255256,0.000798962,0.00002568884,0.00004593143,0.00007580609,0.00000462387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995114,0.00008307856,0.00005101198,0.00002047896,0.00000107013,0.000004855558,0.0002359074,0.000002079835,0.00009016768],"genre_scores_gemma":[0.9992656,0.00006599326,0.00006975331,0.000007367372,0.000001938642,0.000007536361,0.0004304108,9.33844e-7,0.0001505046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01982695,"threshold_uncertainty_score":0.03942311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132372183269452,"score_gpt":0.2845375009551071,"score_spread":0.2532137791224126,"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."}}