{"id":"W1545493282","doi":"10.1111/j.1468-1293.2010.00909.x","title":"Decision-making by people living with HIV requires communication from clinicians about the risks of transmission despite undetectable plasma viral load","year":2011,"lang":"en","type":"letter","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange","funders":"","keywords":"Viral load; Medicine; Transmission (telecommunications); Sexual transmission; Immunology; Men who have sex with men; Human immunodeficiency virus (HIV); Semen; Virology","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":[0.01880183,0.0007609839,0.002159447,0.001655542,0.006842757,0.01112828,0.003159085,0.0143468,0.01459783],"category_scores_gemma":[0.0920027,0.0009664812,0.000966117,0.001234477,0.006299695,0.01378107,0.009610877,0.02625682,0.00900825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652066,"about_ca_system_score_gemma":0.007885957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468327,"about_ca_topic_score_gemma":0.003035252,"domain_scores_codex":[0.9782924,0.01443303,0.001320877,0.0009724474,0.003800005,0.001181306],"domain_scores_gemma":[0.9016219,0.05858232,0.006025562,0.003135198,0.01300567,0.01762933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001406963,0.0003768947,0.009530722,0.0007387753,0.0001580227,0.005967289,0.01653176,0.0004286261,0.0006959505,0.008425797,0.7406021,0.2164034],"study_design_scores_gemma":[0.0001398325,0.0004345933,0.006768403,0.006767199,0.0001045187,0.01128713,0.04870274,0.0008555418,0.0002805218,0.1282319,0.7960285,0.0003991036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006360022,0.01519958,0.006121313,0.9461556,0.009206034,0.0001126602,0.0000941421,0.0002093763,0.01654131],"genre_scores_gemma":[0.1779548,0.06549604,0.02770725,0.6802207,0.03724001,0.0004733835,0.0003650719,0.0003017849,0.01024096],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01880183,"threshold_uncertainty_score":0.09943473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253303931686781,"score_gpt":0.3605767768458343,"score_spread":0.3080437375289665,"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."}}