{"id":"W2181563210","doi":"10.1097/qai.0000000000001019","title":"HIV Transmission Risk Persists During the First 6 Months of Antiretroviral Therapy","year":2016,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; World Health Organization","keywords":"Serodiscordant; Medicine; Cumulative incidence; Viral load; Prospective cohort study; Transmission (telecommunications); Incidence (geometry); Sex organ; Pregnancy; Cohort study; Sexual transmission; Obstetrics; Cohort; Immunology; Internal medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Biology","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":[0.0011597,0.0001913567,0.000548712,0.0005052214,0.0003038574,0.00002825183,0.000495782,0.00008579194,0.0004474644],"category_scores_gemma":[0.0005167668,0.00008965238,0.0009135405,0.0005642092,0.0003805469,0.0003600595,0.00004874101,0.0001755557,0.00004178226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009501378,"about_ca_system_score_gemma":0.000133858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004227125,"about_ca_topic_score_gemma":9.748341e-7,"domain_scores_codex":[0.9974478,0.0001695598,0.0009669979,0.0001760735,0.0008114705,0.0004280231],"domain_scores_gemma":[0.998281,0.0002379689,0.0005548389,0.0004229788,0.0003570121,0.0001462139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003168723,0.002043379,0.160724,0.0004265751,0.001107662,0.0003539735,0.003933631,0.00001505226,0.6079925,0.00009143435,0.006726731,0.2134164],"study_design_scores_gemma":[0.01243617,0.02139487,0.8646546,0.003559049,0.0002971034,0.002435507,0.002241737,0.0002943293,0.08536375,0.0001771945,0.006787411,0.0003583063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839404,0.01199283,0.0009464142,0.002087755,0.0001140891,0.0002360748,0.00002437477,0.00002249278,0.0006356122],"genre_scores_gemma":[0.9849907,0.008061639,0.000185158,0.000009035909,0.00005493402,0.000004570202,0.000001106279,0.00003029659,0.006662582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7039306,"threshold_uncertainty_score":0.4899422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464146060237236,"score_gpt":0.2761797712662418,"score_spread":0.2615383106638695,"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."}}