{"id":"W4402724345","doi":"10.2196/56096","title":"Preventing Premature Pre-Exposure Prophylaxis Discontinuation and Sexually Transmitted Infections Among Men Who Have Sex With Men (Project PEACH): Protocol for a Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Men who have sex with men; Discontinuation; Medicine; Preprint; Prospective cohort study; Cohort; Cohort study; Baseline (sea); Family medicine; Gynecology; Human immunodeficiency virus (HIV); Internal medicine; Syphilis","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":[0.03068388,0.004128702,0.004556116,0.002330417,0.005602381,0.002528105,0.00285604,0.003671426,0.06187532],"category_scores_gemma":[0.01923338,0.002886146,0.004006792,0.002320672,0.001865722,0.002550083,0.0025578,0.005126165,0.01055902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005136367,"about_ca_system_score_gemma":0.02408251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690573,"about_ca_topic_score_gemma":0.01300432,"domain_scores_codex":[0.9878767,0.007287775,0.001617393,0.00119104,0.0007631832,0.00126392],"domain_scores_gemma":[0.9883611,0.00213155,0.001736015,0.001884423,0.004323948,0.00156296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4350412,0.06627788,0.02661039,0.04992463,0.003097489,0.001828405,0.00630765,0.007370485,0.004844458,0.0160628,0.1971795,0.1854551],"study_design_scores_gemma":[0.4916102,0.0800195,0.06925147,0.0243776,0.001812941,0.0005465928,0.004655857,0.006687642,0.003276195,0.01510082,0.301793,0.0008681855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001852961,0.0001090057,0.001127374,0.0001221029,0.00008836146,0.9930514,0.002883606,0.00004881943,0.0007163199],"genre_scores_gemma":[0.0009436227,0.00006306522,0.00149175,0.00007118222,0.00001210269,0.9969348,0.000305691,0.000002968634,0.000174811],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06187532,"threshold_uncertainty_score":0.2069935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971814696385693,"score_gpt":0.4869936340683729,"score_spread":0.427275487104516,"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."}}