{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01357887,0.0003158515,0.0007336962,0.0006208476,0.001506767,0.00005224948,0.0003823481,0.0002114705,0.0001164353],"category_scores_gemma":[0.000634655,0.0002705344,0.00005586367,0.0008228314,0.0001529285,0.0002686265,0.0005595963,0.001695972,0.000003602589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008758616,"about_ca_system_score_gemma":0.002150183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166164,"about_ca_topic_score_gemma":0.001092642,"domain_scores_codex":[0.9912326,0.003048171,0.002596802,0.001101234,0.0007804608,0.001240733],"domain_scores_gemma":[0.9959534,0.0007625195,0.00107919,0.0006403729,0.0007724043,0.0007921582],"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":[0.1240784,0.007377696,0.09587866,0.02929307,0.0000468125,0.000004438201,0.01220375,0.0001094735,0.0003743205,0.0001091978,0.00715923,0.7233649],"study_design_scores_gemma":[0.2790861,0.2362904,0.07766507,0.01584771,0.000009448066,0.000007162758,0.03800615,0.03286535,0.0006494177,0.0003678777,0.3182429,0.0009624775],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07530426,0.000003204181,0.0007841883,0.0001167641,0.000005909877,0.9231635,0.0001483111,0.00008300031,0.0003908629],"genre_scores_gemma":[0.009087848,3.459902e-7,0.006109134,0.00004391419,0.00009006306,0.9810134,0.00009877966,0.00007235177,0.00348413],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7224025,"threshold_uncertainty_score":0.9999747,"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."}}