{"id":"W3033505894","doi":"10.1097/qad.0000000000002521","title":"Phylogenetics: an added ingredient in HIV prevention","year":2020,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Population; Transmission (telecommunications); Environmental health; Public health; Viral load; Treatment as prevention; Pre-exposure prophylaxis; Incidence (geometry); Developing country; Men who have sex with men; Immunology; Demography; Human immunodeficiency virus (HIV); Antiretroviral therapy; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Disease; Biology; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006334253,0.001077924,0.001361525,0.001618668,0.002085733,0.005680666,0.002606012,0.003893198,0.07493723],"category_scores_gemma":[0.02010792,0.0004247133,0.0008780491,0.001352518,0.003345,0.009349806,0.004807543,0.007888596,0.02015556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544463,"about_ca_system_score_gemma":0.002960864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575373,"about_ca_topic_score_gemma":0.002624951,"domain_scores_codex":[0.9971288,0.001090478,0.0001295397,0.0003461466,0.001053499,0.0002515609],"domain_scores_gemma":[0.9906502,0.004252557,0.0004779762,0.0009411753,0.001720597,0.0019575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001522922,0.0001522273,0.001147678,0.001063199,0.00006487039,0.0001457738,0.0005699195,0.0002557141,0.0006367278,0.07362635,0.3445001,0.5776851],"study_design_scores_gemma":[0.00002094983,0.00007879346,0.0004267324,0.001104317,0.00003556373,0.0001403397,0.0001830255,0.0001252787,0.000207995,0.03427122,0.9633846,0.00002106063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003420833,0.2922368,0.01977352,0.4822328,0.05874939,0.0002033813,0.002736876,0.002056288,0.1385901],"genre_scores_gemma":[0.08327437,0.4043658,0.04648791,0.2836788,0.07408851,0.000338046,0.003555294,0.001548877,0.1026624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07493723,"threshold_uncertainty_score":0.25069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481705407652798,"score_gpt":0.3551130984105169,"score_spread":0.3069425576452371,"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."}}