{"id":"W3135754939","doi":"10.1177/0956462420971125","title":"Infection with antiretroviral-susceptible HIV in an individual adherent to pre-exposure prophylaxis: strategies for treatment initiation","year":2021,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Viral load; Human immunodeficiency virus (HIV); Men who have sex with men; Virology; Antiretroviral therapy; Lentivirus; Intensive care medicine; Immunology; Viral disease","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":[0.0002719377,0.0001212677,0.000233266,0.0005420909,0.00003808812,0.0001736568,0.0001172325,0.00005678783,0.0002264481],"category_scores_gemma":[0.0001394457,0.00009094942,0.0001519037,0.0002413479,0.00002771155,0.0006781355,0.00002478259,0.000157892,0.000007431804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337045,"about_ca_system_score_gemma":0.000609183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008660612,"about_ca_topic_score_gemma":0.0005249886,"domain_scores_codex":[0.9984993,0.00009090597,0.000451413,0.0001601204,0.0006258335,0.000172438],"domain_scores_gemma":[0.9982154,0.00003775672,0.000167973,0.0001025109,0.001321041,0.0001552977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00411196,0.00368574,0.7944151,0.0001109939,0.001055617,0.0003685706,0.002942099,0.0008760082,0.03902279,0.001732641,0.001574934,0.1501035],"study_design_scores_gemma":[0.01634564,0.3294169,0.6014494,0.002057259,0.0002640922,0.0008487048,0.004885796,0.0006224558,0.03646129,0.001077066,0.006207505,0.0003637928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988147,0.0001052193,0.01002867,0.0005207144,0.0001485343,0.0003545992,0.00007247629,0.00001077101,0.0006120745],"genre_scores_gemma":[0.9945899,0.00006329464,0.00352504,0.00006478412,0.0004358388,0.00005335607,0.0001494204,0.00001573935,0.001102676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257312,"threshold_uncertainty_score":0.370881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810058746874821,"score_gpt":0.3726624906138498,"score_spread":0.3345619031451015,"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."}}