{"id":"W2335650370","doi":"10.1097/qad.0000000000001024","title":"Comparison of subjective and objective adherence measures for preexposure prophylaxis against HIV infection among serodiscordant couples in East Africa","year":2016,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Harvard University; Gilead Sciences; Massachusetts General Hospital; Bill and Melinda Gates Foundation","keywords":"Serodiscordant; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Medicine; Immunology; Viral load; Antiretroviral therapy; Men who have sex with men","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":[0.005127113,0.0003073833,0.0003118719,0.000855815,0.0002162905,0.000578534,0.0003586308,0.0004180757,0.0005684242],"category_scores_gemma":[0.01212935,0.0001866771,0.0003325595,0.0005332367,0.0002414143,0.0002993026,0.000438076,0.0002875855,0.00009346224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359216,"about_ca_system_score_gemma":0.0001348397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081125,"about_ca_topic_score_gemma":0.00193762,"domain_scores_codex":[0.9961172,0.002413285,0.0003468368,0.0001965385,0.0008361761,0.00008993264],"domain_scores_gemma":[0.9939752,0.002707937,0.002475024,0.0002382504,0.0004185789,0.0001849933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006006509,0.0001528569,0.9837912,0.0001350979,0.0002122702,0.00002889233,0.0006973838,0.000113271,0.000383171,0.00003403064,0.00007573939,0.01377543],"study_design_scores_gemma":[0.00004669327,0.0007986776,0.9974293,0.00004501016,0.00005875686,0.0001409531,0.0003955251,0.0006282532,0.0002479895,0.00002926351,0.0001713604,0.000008204985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989581,0.0003293392,0.0001741657,0.00001764103,0.000004648562,0.000048005,0.0001029162,0.000002169754,0.0003630098],"genre_scores_gemma":[0.9990811,0.0001450976,0.0004463837,0.0000191031,0.000007520713,0.00006059501,0.0001318221,6.729944e-7,0.0001076386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005127113,"threshold_uncertainty_score":0.02711511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434615452793088,"score_gpt":0.3355669121711888,"score_spread":0.29210536689188,"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."}}