{"id":"W2154854455","doi":"10.1371/journal.pmed.1001511","title":"Adherence to Antiretroviral Prophylaxis for HIV Prevention: A Substudy Cohort within a Clinical Trial of Serodiscordant Couples in East Africa","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health; Centers for Disease Control and Prevention; University of Washington; Bill and Melinda Gates Foundation","keywords":"Medicine; Emtricitabine; Serodiscordant; Pre-exposure prophylaxis; Pill; Interquartile range; Randomized controlled trial; Placebo; Confidence interval; Internal medicine; Men who have sex with men; Human immunodeficiency virus (HIV); Family medicine; Viral load; Antiretroviral therapy; Alternative medicine","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":[0.005434373,0.0008218854,0.001787464,0.0004851914,0.00174566,0.0009938926,0.0005504883,0.0009835806,0.002262285],"category_scores_gemma":[0.00407165,0.0006675909,0.001445491,0.0007823108,0.0006411762,0.0007948345,0.0007773619,0.001407402,0.0004966417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765468,"about_ca_system_score_gemma":0.0009206386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002993454,"about_ca_topic_score_gemma":0.004181087,"domain_scores_codex":[0.9963187,0.002373554,0.0002930156,0.0003400013,0.0002597106,0.0004149209],"domain_scores_gemma":[0.9974533,0.0004796826,0.0007925924,0.0004736154,0.0002371484,0.000563714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2284746,0.01385775,0.7204794,0.0009951477,0.004513867,0.000765018,0.002478014,0.000224487,0.003743209,0.0001798261,0.002303071,0.02198565],"study_design_scores_gemma":[0.06613115,0.05531451,0.8687422,0.0002654031,0.004277789,0.0008338122,0.0008301132,0.0004882033,0.0008450718,0.0001269434,0.002083184,0.00006161712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966737,0.001225665,0.0001335588,0.00008100472,0.00002725507,0.0008884406,0.0004591541,0.000004785588,0.0005063601],"genre_scores_gemma":[0.9965257,0.0006529223,0.0002028113,0.0002136062,0.00007627841,0.001306384,0.0006645081,0.000003959898,0.00035379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005434373,"threshold_uncertainty_score":0.02874011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411955800649853,"score_gpt":0.4102389843580804,"score_spread":0.269043404293095,"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."}}