{"id":"W2930613352","doi":"10.1097/qad.0000000000002199","title":"Cost-effectiveness of increased HIV testing among MSM in The Netherlands","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Stichting HIV Monitoring","keywords":"Human immunodeficiency virus (HIV); Medicine; Virology; Environmental health","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":[0.004334228,0.0007825635,0.0009688588,0.000625316,0.0001732599,0.001709361,0.001137051,0.001117244,0.003581082],"category_scores_gemma":[0.01893842,0.0004749433,0.002533088,0.0006632556,0.0003720777,0.001484319,0.000870117,0.000817072,0.0001609575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005570107,"about_ca_system_score_gemma":0.003397121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04182461,"about_ca_topic_score_gemma":0.02210202,"domain_scores_codex":[0.9959494,0.003200861,0.000113209,0.0002133192,0.0002724141,0.0002507807],"domain_scores_gemma":[0.9963717,0.002764039,0.0004598058,0.00005868784,0.0001439042,0.0002018537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004936349,0.0006199748,0.03889558,0.002020684,0.002976745,0.0006736188,0.0001452321,0.8519329,0.0008116073,0.006115135,0.003081015,0.08779129],"study_design_scores_gemma":[0.006001218,0.007363277,0.07758449,0.00263545,0.006384606,0.001107974,0.0008712327,0.8676637,0.001440281,0.01796611,0.01081024,0.0001715294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943817,0.01557637,0.01005666,0.005580396,0.0002189653,0.0007519943,0.003745218,0.00009424803,0.02015914],"genre_scores_gemma":[0.9943002,0.001645612,0.002382268,0.0002856766,0.00002591267,0.0001924692,0.00038876,0.00001049629,0.000768518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04182461,"threshold_uncertainty_score":0.08316231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853018822779832,"score_gpt":0.3528594011800346,"score_spread":0.3043292129522363,"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."}}