{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156861,0.00005807396,0.0001655417,0.0001068285,0.00001942472,0.000008445853,0.0001106722,0.00003678542,0.0002257227],"category_scores_gemma":[0.0008083078,0.00003656752,0.00007229106,0.0003685358,0.00005691206,0.00005810908,0.00002647127,0.0001875373,0.00007073388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600608,"about_ca_system_score_gemma":0.00004650514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008241757,"about_ca_topic_score_gemma":0.00002047416,"domain_scores_codex":[0.9990973,0.0003019523,0.0001440434,0.0001038581,0.0001904509,0.0001624059],"domain_scores_gemma":[0.9988499,0.0007621457,0.0000310205,0.0002308461,0.00007807455,0.00004799669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008972899,0.0001365705,0.9789,0.0001572079,0.00002200992,0.00001050495,0.0001392932,0.0000039762,0.01300369,0.0001295749,0.0006987358,0.00670873],"study_design_scores_gemma":[0.001620565,0.001691557,0.9896594,0.0006902933,0.00001646568,0.000009137238,0.00032405,0.001488314,0.003925837,0.00008851092,0.0004416018,0.00004427391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658379,0.00006471264,0.000158643,0.00004216146,0.00001282214,0.000631016,0.000006606573,0.0000109824,0.03323517],"genre_scores_gemma":[0.9982913,0.000003061745,0.0001236442,0.00002645847,0.00002904233,0.00005909874,0.00002060287,0.000008075662,0.001438758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03245337,"threshold_uncertainty_score":0.2471505,"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."}}