{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437336,0.0001904226,0.0001560667,0.000663147,0.0004079797,0.0005829975,0.0001784385,0.0001901135,0.003325015],"category_scores_gemma":[0.002329293,0.0001839722,0.0001529284,0.000795177,0.0003527062,0.0004277266,0.0008954531,0.0003223176,0.00007312028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309368,"about_ca_system_score_gemma":0.0005035532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008689805,"about_ca_topic_score_gemma":0.006661701,"domain_scores_codex":[0.9997588,0.000099597,0.00001724763,0.00002768578,0.00004864142,0.00004802717],"domain_scores_gemma":[0.9993052,0.0001917074,0.0003289733,0.00001302581,0.00002695648,0.0001340366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007127389,0.00003959808,0.9881379,0.0001339385,0.00005145949,0.0003643522,0.001352297,0.000063099,0.000233643,0.0001645922,0.00009918301,0.009288765],"study_design_scores_gemma":[0.00001379954,0.0001167753,0.9950882,0.0002179009,0.00004656142,0.001367128,0.001661136,0.0001632047,0.00008265752,0.0003187392,0.0009171163,0.000006872657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940691,0.004558069,0.00008419104,0.0002815004,0.000007626222,0.00001545183,0.00007646136,0.000002878741,0.0009047912],"genre_scores_gemma":[0.9983193,0.001512774,0.00005061696,0.00001630928,0.000005739732,0.000005943748,0.00001679027,5.653018e-7,0.00007197779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008689805,"threshold_uncertainty_score":0.01727843,"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."}}