{"id":"W2972244319","doi":"10.1097/qad.0000000000002364","title":"Early diagnosis and risk factors of acute hepatitis C in high-risk MSM on preexposure prophylaxis","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"Hepatitis C virus research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Serology; Internal medicine; Interquartile range; Population; Incidence (geometry); Men who have sex with men; Hepatitis C; Immunology; Antibody; Syphilis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573384,0.0002802102,0.0004055189,0.0005417443,0.0005299377,0.0008306823,0.0002554211,0.0006195147,0.001498526],"category_scores_gemma":[0.004613716,0.0002995718,0.0002917762,0.0005952411,0.0002854932,0.0006539847,0.0004049357,0.0008584302,0.0001242389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198838,"about_ca_system_score_gemma":0.0003844324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439667,"about_ca_topic_score_gemma":0.001634963,"domain_scores_codex":[0.9994972,0.0001964956,0.0000350392,0.00006040879,0.0001055141,0.0001052586],"domain_scores_gemma":[0.9979548,0.0006042095,0.0008080045,0.00006749833,0.0001402007,0.0004252228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001535703,0.00006945325,0.9981613,0.000006187792,0.00001330988,0.00007381121,0.00003280101,0.00002212405,0.00009396577,0.00001008556,0.00003066633,0.001332763],"study_design_scores_gemma":[0.00001883191,0.0003403192,0.9984102,0.00001507391,0.00002766059,0.000502926,0.0001218571,0.0003294026,0.00008879272,0.00004472487,0.00009654153,0.000003614048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992823,0.0002821145,0.0000393232,0.00005469523,0.000005953443,0.000009229055,0.00002964602,0.000001837386,0.0002949007],"genre_scores_gemma":[0.9997494,0.00007602586,0.00004785608,0.00002695892,0.00001595704,0.000003799564,0.0000305452,4.927778e-7,0.00004897932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498526,"threshold_uncertainty_score":0.005013049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331996171550468,"score_gpt":0.2733788949566474,"score_spread":0.2600589332411427,"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."}}