{"id":"W4307457898","doi":"10.1097/qad.0000000000003416","title":"HIV transmission among acutely infected participants of a Dutch cohort study 2015–2021 is not associated with large, clustered outbreaks","year":2022,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Stichting HIV Monitoring; Janssen Pharmaceuticals; Centers for Disease Control and Prevention; Ministerie van Volksgezondheid, Welzijn en Sport; ViiV Healthcare; Cilag; ZonMw; National Institutes of Health; Aids Fonds; Gilead Sciences; Bristol-Myers Squibb","keywords":"Transmission (telecommunications); Demography; Cohort; Cluster (spacecraft); Population; Medicine; Incidence (geometry); Cohort study; Outbreak; Internal 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":[0.002571711,0.0003001959,0.0005139171,0.0004732596,0.0006971908,0.0009993408,0.0007819101,0.0004192471,0.001520253],"category_scores_gemma":[0.006226937,0.0004673503,0.0007720764,0.00104059,0.0003093568,0.0005308057,0.0006957047,0.0004696046,0.0001956876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008811241,"about_ca_system_score_gemma":0.001080369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06711704,"about_ca_topic_score_gemma":0.07249837,"domain_scores_codex":[0.998171,0.0006766749,0.0002028508,0.0004589689,0.000240176,0.0002503466],"domain_scores_gemma":[0.9973034,0.0003482255,0.00123566,0.0003975679,0.0003622399,0.0003529733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002089901,0.00002642163,0.998027,0.00001860818,0.0001499541,0.00007628413,0.0002069538,0.0000663875,0.0001766503,0.00003097421,0.0002249946,0.0007867285],"study_design_scores_gemma":[0.00001707619,0.00006795042,0.9984618,0.00002411006,0.00007371911,0.0001350656,0.0004549436,0.0003671078,0.0000565827,0.00002912811,0.0003070877,0.000005440429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974676,0.000301224,0.0002499325,0.0000517535,0.00001487891,0.00004330052,0.00146989,0.000003100399,0.00039824],"genre_scores_gemma":[0.9984683,0.00009414386,0.0001761411,0.00002267221,0.000007383262,0.00003648351,0.001019591,0.000004234961,0.0001708656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06711704,"threshold_uncertainty_score":0.1334527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963526781848747,"score_gpt":0.2853358911516956,"score_spread":0.2657006233332081,"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."}}