{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003219304,0.0001170385,0.0003223597,0.0002206671,0.00005605577,0.00001177589,0.00005427178,0.00006913567,0.00002330888],"category_scores_gemma":[0.0009089931,0.00007678937,0.0001004027,0.000251907,0.0002303432,0.0001751792,0.00003830633,0.0001355746,0.000004566631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008678618,"about_ca_system_score_gemma":0.00009018283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003220717,"about_ca_topic_score_gemma":0.001191261,"domain_scores_codex":[0.9989016,0.00009878907,0.000295411,0.0002456398,0.0002279501,0.0002306174],"domain_scores_gemma":[0.9991816,0.0001467744,0.00009917699,0.000158756,0.0003134114,0.0001003376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004365296,0.0002782605,0.8840678,0.0001502449,0.00007560963,0.000001709032,0.00141334,0.000001886543,0.03356044,0.00008569872,0.0003650324,0.0795634],"study_design_scores_gemma":[0.002418842,0.0265078,0.9253752,0.001154898,0.000037889,0.000002979857,0.001487868,0.0005574554,0.04188358,0.0003478547,0.000094044,0.000131602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912053,0.0003447805,0.005784737,0.00004587092,0.00002560418,0.0009433129,0.00007365596,0.00002116531,0.001555598],"genre_scores_gemma":[0.9976776,0.00006466738,0.0002588051,0.000001918013,0.00003481406,0.0002217369,0.000008207545,0.0000131586,0.001719089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0794318,"threshold_uncertainty_score":0.3131379,"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."}}