{"id":"W2035095186","doi":"10.1097/qad.0b013e3283471cce","title":"The hepatitis C epidemic among HIV-positive MSM: incidence estimates from 1990 to 2007","year":2011,"lang":"en","type":"article","venue":"AIDS","topic":"Hepatitis C virus research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Institute of Infection and Immunity","funders":"European Commission; Gilead Sciences","keywords":"Incidence (geometry); Virology; Medicine; Human immunodeficiency virus (HIV); Hepatitis C; Men who have sex with men; Demography; Immunology; Syphilis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005849513,0.0001710665,0.0002961783,0.0001009908,0.0002007498,0.00003539924,0.0003243736,0.0001030948,0.001111739],"category_scores_gemma":[0.002272788,0.0001230364,0.00007782804,0.0003008071,0.0002628423,0.0001684428,0.0002076472,0.0003538633,0.002814442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471497,"about_ca_system_score_gemma":0.0001158985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04163375,"about_ca_topic_score_gemma":0.001803881,"domain_scores_codex":[0.9981933,0.0001326896,0.000322873,0.0003489867,0.0004790949,0.0005230335],"domain_scores_gemma":[0.9978564,0.0009268766,0.0000590648,0.000582494,0.0001954094,0.0003796989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007954085,0.00003212911,0.9555469,0.00000739679,0.00007099686,0.0001787972,0.0009746404,6.723193e-7,0.0008481308,0.0002762777,0.01581764,0.02616693],"study_design_scores_gemma":[0.0003122742,0.0004463243,0.9796463,0.0002506941,0.00005058095,0.00000725837,0.00008039264,0.0006999834,0.01296781,0.001109435,0.004272311,0.0001565971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736282,0.0005420247,0.001786023,0.0006179679,0.0002065708,0.0005761988,0.00007827367,0.00009143705,0.02247334],"genre_scores_gemma":[0.9871356,0.0004799024,0.009648141,0.001051784,0.0001986811,0.0001048133,0.00003626904,0.00003734867,0.001307489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03982987,"threshold_uncertainty_score":0.9998014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373246413139369,"score_gpt":0.3180780245268132,"score_spread":0.2807533832128763,"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."}}