{"id":"W3098350804","doi":"10.2196/20360","title":"Mobile App (UPrEPU) to Monitor Adherence to Pre-exposure Prophylaxis in Men Who Have Sex With Men: Protocol for a User-Centered Approach to Mobile App Design and Development","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Pre-exposure prophylaxis; Usability; Focus group; Men who have sex with men; mHealth; Mobile apps; Medicine; Computer science; Internet privacy; Psychological intervention; Human immunodeficiency virus (HIV); World Wide Web; Family medicine; Nursing; Business","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":[0.03192691,0.002657833,0.002464551,0.002140905,0.004105195,0.002242823,0.002680895,0.004572395,0.04148059],"category_scores_gemma":[0.02907906,0.002129953,0.002486606,0.001210444,0.002284205,0.00236449,0.003019778,0.005504166,0.01121183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002802717,"about_ca_system_score_gemma":0.01566393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690299,"about_ca_topic_score_gemma":0.004705362,"domain_scores_codex":[0.9854783,0.008537203,0.002245634,0.001044918,0.001535799,0.001158171],"domain_scores_gemma":[0.9842259,0.005952099,0.001107311,0.001801596,0.005939639,0.0009733164],"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":[0.03244295,0.03502681,0.00517101,0.0778587,0.0003685089,0.00426858,0.03247475,0.005361904,0.0255352,0.02586616,0.1819018,0.5737237],"study_design_scores_gemma":[0.03798633,0.03357621,0.02080263,0.02836884,0.0004847493,0.001545698,0.01163584,0.004413285,0.01441889,0.01146447,0.8346694,0.0006335725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002243498,0.0001762402,0.004031533,0.0002263479,0.0001331076,0.9905491,0.0006413972,0.00008071843,0.001917965],"genre_scores_gemma":[0.0009602433,0.0001595454,0.00760318,0.0001229862,0.00001450455,0.9903603,0.0001029059,0.000006860622,0.0006694809],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04148059,"threshold_uncertainty_score":0.1688477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1780960064420104,"score_gpt":0.48845078509448,"score_spread":0.3103547786524696,"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."}}