{"id":"W3090704836","doi":"10.1002/jia2.25590","title":"Acute and early HIV infection screening among men who have sex with men, a systematic review and meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; Wellcome Trust; Wellcome; National Institutes of Health; International AIDS Vaccine Initiative; United States Agency for International Development","keywords":"Medicine; Meta-analysis; Men who have sex with men; Human immunodeficiency virus (HIV); Internal medicine; Systematic review; Receiver operating characteristic; Demography; MEDLINE; Immunology","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":[0.01237836,0.00225381,0.01564388,0.006094265,0.0006391887,0.003200307,0.001808495,0.001911147,0.003020121],"category_scores_gemma":[0.03391796,0.001445233,0.02916611,0.006839656,0.0006241341,0.001656915,0.001232418,0.001750413,0.000237311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392249,"about_ca_system_score_gemma":0.004291493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032479,"about_ca_topic_score_gemma":0.02291221,"domain_scores_codex":[0.9921266,0.00374848,0.002143184,0.0008524542,0.0008435133,0.0002857862],"domain_scores_gemma":[0.9790356,0.01613905,0.00284536,0.0004430948,0.001292238,0.000244605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001519307,0.00003259629,0.00699028,0.5288238,0.4467465,0.0001599779,0.0001018802,0.0005446517,0.0001491874,0.0001340476,0.0008173778,0.01398039],"study_design_scores_gemma":[0.0005015693,0.0002438656,0.006631406,0.05378763,0.9362006,0.0001331045,0.0000547612,0.0002426937,0.00009897228,0.000181927,0.001897078,0.00002648852],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00392687,0.9946321,0.0002808823,0.0001390639,0.00008044158,0.0002405601,0.0005044912,0.00001631985,0.0001792642],"genre_scores_gemma":[0.1459076,0.8487445,0.001860583,0.0008115278,0.0002138272,0.00131207,0.0008616671,0.00001877179,0.0002694545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01564388,"threshold_uncertainty_score":0.06546378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04218119297860223,"score_gpt":0.363367246129298,"score_spread":0.3211860531506958,"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."}}