{"id":"W2737358090","doi":"10.2196/resprot.7965","title":"Development of a Tailored HIV Prevention Intervention for Single Young Men Who Have Sex With Men Who Meet Partners Online: Protocol for the myDEx Project","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Centers for Disease Control and Prevention","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Protocol (science); Intervention (counseling); Psychology; Medicine; Family medicine; Alternative medicine; Nursing","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":[0.01767701,0.002542708,0.004189258,0.001850993,0.003729195,0.001823058,0.002691855,0.003201929,0.1025445],"category_scores_gemma":[0.01552834,0.002600687,0.002824733,0.001165368,0.001804604,0.00186941,0.003132315,0.005355947,0.01529159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378778,"about_ca_system_score_gemma":0.01298751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611879,"about_ca_topic_score_gemma":0.003543209,"domain_scores_codex":[0.9936332,0.003328406,0.0008619259,0.000790188,0.0005426428,0.000843591],"domain_scores_gemma":[0.9924597,0.001981099,0.000661071,0.001162527,0.002417327,0.001318164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1736517,0.1174342,0.005553092,0.04509335,0.0007808455,0.001212415,0.006910156,0.005107561,0.008794973,0.00685275,0.09633899,0.5322701],"study_design_scores_gemma":[0.473175,0.08936295,0.02571328,0.01509293,0.001192959,0.0003992688,0.003995928,0.005025742,0.01047729,0.0084054,0.3665458,0.0006134043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002933701,0.00005747485,0.001914265,0.0000832295,0.00007926153,0.9930595,0.0009675273,0.00008283343,0.0008221645],"genre_scores_gemma":[0.0008714424,0.00004358937,0.002532301,0.00004487219,0.000009504831,0.9960662,0.0001149476,0.000004186661,0.0003130555],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1025445,"threshold_uncertainty_score":0.3430454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2984599752197197,"score_gpt":0.5827361950171586,"score_spread":0.2842762197974388,"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."}}