{"id":"W4386834225","doi":"10.2196/51023","title":"Online-Mediated HIV Pre-exposure Prophylaxis Care and Reduced Monitoring Frequency for Men Who Have Sex With Men: Protocol for a Randomized Controlled Noninferiority Trial (EZI-PrEP Study)","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Men who have sex with men; Emtricitabine; Randomized controlled trial; Family medicine; Human immunodeficiency virus (HIV); Viral load; Internal medicine; Antiretroviral therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02589211,0.007049946,0.01165647,0.002357431,0.003258814,0.003845144,0.004108839,0.008727842,0.06690199],"category_scores_gemma":[0.02070127,0.002885623,0.004960652,0.002638659,0.004309807,0.003890984,0.002329703,0.008463102,0.01109507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004054346,"about_ca_system_score_gemma":0.01066011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845327,"about_ca_topic_score_gemma":0.003543973,"domain_scores_codex":[0.9788947,0.01353339,0.001588788,0.002063642,0.001592951,0.002326491],"domain_scores_gemma":[0.9895436,0.002521347,0.002468452,0.001632936,0.001868396,0.001965266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9606737,0.013766,0.0003515872,0.004318636,0.0009537368,0.0000964658,0.0001654132,0.0008005506,0.001294311,0.001303685,0.005777933,0.01049793],"study_design_scores_gemma":[0.9748001,0.01659596,0.0005255956,0.0004170635,0.0003072847,0.00002100763,0.00003083775,0.0008385389,0.0003026557,0.0007459926,0.005378184,0.0000368751],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004811939,0.000235252,0.001275418,0.0002106124,0.0004248149,0.9911138,0.0009634328,0.000157882,0.0008068593],"genre_scores_gemma":[0.004635184,0.0001213402,0.002080164,0.0002177016,0.00009674324,0.9921424,0.0001466157,0.00000949274,0.0005503046],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06690199,"threshold_uncertainty_score":0.2238094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243783689990631,"score_gpt":0.5287363800938487,"score_spread":0.4043580110947856,"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."}}