{"id":"W4407089949","doi":"10.2196/64186","title":"Developing and Implementing Provider-Training and Evidence-Based Tools to Support Pre-exposure Prophylaxis (PrEP) Decision-Making and Increase PrEP Adherence Among Young Men Who Have Sex With Men: Protocol for the PrEP Choice Longitudinal Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Pre-exposure prophylaxis; Protocol (science); Men who have sex with men; Medical education; Psychology; Medicine; Family medicine; Alternative medicine; Human immunodeficiency virus (HIV)","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":[0.05094557,0.003329008,0.003476537,0.002889139,0.006018148,0.003287422,0.003567072,0.004020425,0.05419298],"category_scores_gemma":[0.03130748,0.003060789,0.004282999,0.003059964,0.00302728,0.003124131,0.003565759,0.007569385,0.01180006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009368047,"about_ca_system_score_gemma":0.05354196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009858831,"about_ca_topic_score_gemma":0.01752156,"domain_scores_codex":[0.9823642,0.01058964,0.002338327,0.001247053,0.001469359,0.001991504],"domain_scores_gemma":[0.9790846,0.003273404,0.003039519,0.002723956,0.008976747,0.002901768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2391682,0.08285576,0.0221793,0.05326062,0.002003422,0.00164394,0.01478072,0.009345728,0.006683313,0.02110557,0.2302707,0.3167028],"study_design_scores_gemma":[0.4035151,0.04890143,0.04827657,0.02576765,0.001471008,0.0004042813,0.006352061,0.005668361,0.006622923,0.01211716,0.4400297,0.0008737145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009812659,0.00004537251,0.00083422,0.0001278397,0.00005596883,0.9963633,0.001047935,0.00002564142,0.0005184014],"genre_scores_gemma":[0.0004600004,0.00004561358,0.001619208,0.00004753187,0.000005833495,0.9975132,0.0001555934,0.000001849511,0.0001512125],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05419298,"threshold_uncertainty_score":0.2694291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151757220121958,"score_gpt":0.5455574036767904,"score_spread":0.3303816816645946,"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."}}