{"id":"W2068973492","doi":"10.1016/j.annepidem.2009.03.004","title":"Reemergence of the HIV Epidemic Among Men Who Have Sex With Men in North America, Western Europe, and Australia, 1996–2005","year":2009,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Men who have sex with men; Medicine; Syphilis; Demography; Confidence interval; Human immunodeficiency virus (HIV); Psychological intervention; Gerontology; Virology; Internal medicine","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":[0.001704609,0.0001546366,0.000809478,0.000152175,0.00003286369,0.000001551323,0.00024029,0.00008168466,0.0001335256],"category_scores_gemma":[0.003053205,0.00009640557,0.000108938,0.0003172746,0.0006629472,0.00009352825,0.00007449902,0.0003559495,0.00001305527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009442983,"about_ca_system_score_gemma":0.00004470028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906345,"about_ca_topic_score_gemma":0.00303062,"domain_scores_codex":[0.9972356,0.0008949319,0.000848578,0.0003200437,0.0001456096,0.0005552656],"domain_scores_gemma":[0.9982355,0.0005234106,0.0003748098,0.0004839646,0.0001641217,0.0002181401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325324,0.00008725833,0.8649365,0.00004351141,0.00006353055,0.000009444312,0.0001523406,0.00007833861,0.0002447235,0.00006587474,0.1306849,0.00350103],"study_design_scores_gemma":[0.0003964368,0.002053105,0.9863287,0.000248633,0.00002490753,0.00001421481,0.0001181763,0.002230852,0.0002943376,0.0001306621,0.008074821,0.00008521596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973619,0.0007720252,0.000255805,0.01461429,0.000004675042,0.0003779277,0.00005145591,0.00000814312,0.01029666],"genre_scores_gemma":[0.9461031,0.002352071,0.0002130141,0.00114701,0.00004707791,0.00001450562,0.00003280969,0.00001201217,0.0500784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226101,"threshold_uncertainty_score":0.5905252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060253446241039,"score_gpt":0.4084052088060219,"score_spread":0.302379864181918,"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."}}