{"id":"W2290847970","doi":"10.1016/j.ijid.2016.03.001","title":"Partner concurrency and HIV infection risk in South Africa","year":2016,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Concurrency; Human immunodeficiency virus (HIV); Infection risk; Medicine; Virology; Geography; Computer science; Intensive care medicine; Programming language","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":[0.0003950264,0.0001102402,0.0001996189,0.0003056526,0.0001460574,0.000009402634,0.00009040135,0.00006763601,0.0002326877],"category_scores_gemma":[0.001126649,0.00006536644,0.0000663726,0.00009858896,0.00008832189,0.0002781686,0.00006206024,0.0003289843,0.00006766643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373177,"about_ca_system_score_gemma":0.0002399909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002947052,"about_ca_topic_score_gemma":0.00002543229,"domain_scores_codex":[0.9983683,0.0003874533,0.0005772355,0.0001666922,0.0002913343,0.0002089883],"domain_scores_gemma":[0.9981978,0.000319829,0.0006760294,0.0000840061,0.0005606724,0.0001616416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159463,0.0002645132,0.9892604,0.00002555691,0.00005654259,0.00001659609,0.00215935,0.000008039692,0.00006673229,0.0005298033,0.001019062,0.006433913],"study_design_scores_gemma":[0.002482862,0.0001445979,0.9825147,0.0004403038,0.00002789938,0.00002176352,0.0003630676,0.000007376549,0.0000122714,0.004229794,0.009652435,0.0001029017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932001,0.0005193527,0.001689932,0.0007979376,0.002470154,0.0001776303,0.00007245347,0.00002915658,0.001043294],"genre_scores_gemma":[0.9973802,0.0007294275,0.00001082328,0.0001292645,0.001219314,0.00001114637,0.00000176198,0.00001097266,0.0005070982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008633372,"threshold_uncertainty_score":0.2665566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050828200157694,"score_gpt":0.4070056499552186,"score_spread":0.3561774497975246,"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."}}