{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002801677,0.0001579309,0.0004214528,0.0002928864,0.00003047454,0.00001581758,0.0001065139,0.000162109,0.000300039],"category_scores_gemma":[0.0003758435,0.000125456,0.00006806245,0.0003588367,0.00008577883,0.0001127606,0.0000741703,0.0004855659,0.0001199338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000755847,"about_ca_system_score_gemma":0.00006280398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04307585,"about_ca_topic_score_gemma":0.0005507285,"domain_scores_codex":[0.9984111,0.0001882803,0.0002856561,0.0003265452,0.000499186,0.000289208],"domain_scores_gemma":[0.9989274,0.0003096062,0.0001009733,0.0004341356,0.00008354082,0.0001443714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012303,0.0001417604,0.9447938,0.00006951824,0.0001715837,0.00003049482,0.0005584283,0.000001917502,0.0003839858,0.0000553877,0.00008122798,0.05361069],"study_design_scores_gemma":[0.001412852,0.0140787,0.974174,0.0001403045,0.00007255373,7.50103e-7,0.00001888901,0.00002813503,0.009548997,0.00007405422,0.0003380406,0.0001127614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997702,0.0001096835,0.000004244822,0.00003068344,0.00007935012,0.000873499,0.0002851016,0.00002516465,0.0008902539],"genre_scores_gemma":[0.9950047,0.004175806,0.00027794,0.00001785161,0.00002898222,0.00006561281,0.000018336,0.00003183309,0.0003790061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05349793,"threshold_uncertainty_score":0.9632964,"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."}}