{"id":"W4309614970","doi":"10.2196/43318","title":"Clinic-Integrated Mobile Health Intervention (“JomPrEP” App) to Improve Uptake of HIV Testing and Pre-exposure Prophylaxis Among Men Who Have Sex With Men in Malaysia: Protocol for an Intervention Development and Multiphase Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse","keywords":"mHealth; Men who have sex with men; Pre-exposure prophylaxis; Formative assessment; Medicine; Intervention (counseling); Test (biology); Human immunodeficiency virus (HIV); Protocol (science); Psychological intervention; Family medicine; Nursing; Psychology; Alternative medicine","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":[0.01914615,0.004119735,0.006014803,0.00161738,0.003907469,0.003114095,0.00343009,0.006563783,0.0576289],"category_scores_gemma":[0.01567596,0.002784364,0.004327691,0.001387778,0.003100431,0.003627189,0.002405855,0.007254236,0.01029519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792367,"about_ca_system_score_gemma":0.02012048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199059,"about_ca_topic_score_gemma":0.009010154,"domain_scores_codex":[0.9912634,0.004022091,0.001208999,0.0009498097,0.001242733,0.001313011],"domain_scores_gemma":[0.9938112,0.00123393,0.001225741,0.0006738556,0.001954533,0.001100797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6137797,0.09978108,0.003537924,0.05897959,0.002724038,0.0007952914,0.002939113,0.004043371,0.005387039,0.007886958,0.05541164,0.1447343],"study_design_scores_gemma":[0.8079414,0.093704,0.00796824,0.009736989,0.001498743,0.0001602694,0.0008832134,0.002247144,0.002664082,0.005190149,0.06774203,0.0002636626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001714512,0.00009180726,0.0004350892,0.0001089934,0.0001015866,0.9963723,0.0006257201,0.00003894566,0.0005109164],"genre_scores_gemma":[0.001304614,0.00007072424,0.0009877323,0.0001081349,0.00001253874,0.9971702,0.00008520677,0.000002080829,0.0002588875],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0576289,"threshold_uncertainty_score":0.1927879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955390022418087,"score_gpt":0.5774410075825426,"score_spread":0.3819020053407339,"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."}}