{"id":"W2989760270","doi":"10.2196/14568","title":"Prevention of HIV and Other Sexually Transmitted Infections by Geofencing and Contextualized Messages With a Gamified App, UBESAFE: Design and Creation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Men who have sex with men; Computer science; Test (biology); World Wide Web; Android (operating system); Human immunodeficiency virus (HIV); End user; Computer security; Medicine; Family 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":[0.007531093,0.0008631262,0.0007552534,0.00194593,0.0009260062,0.001304795,0.0009882014,0.001121152,0.00425797],"category_scores_gemma":[0.004567496,0.0005387176,0.0008546175,0.0004287298,0.001634658,0.000742986,0.001287469,0.0006806189,0.0004140721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008547214,"about_ca_system_score_gemma":0.001580184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006390489,"about_ca_topic_score_gemma":0.0007752503,"domain_scores_codex":[0.9961476,0.002482667,0.000201317,0.0003915082,0.0003516267,0.0004252992],"domain_scores_gemma":[0.9955677,0.002966623,0.0002211396,0.0002578206,0.0004153408,0.0005712837],"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":[0.01346435,0.1811136,0.09098875,0.00900839,0.0007274926,0.003452875,0.0726937,0.006332276,0.03998438,0.01251776,0.002831287,0.5668851],"study_design_scores_gemma":[0.02321063,0.5300532,0.2033714,0.002676097,0.003684345,0.003993261,0.06927887,0.0263234,0.05479177,0.01033604,0.07154316,0.0007378781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9793109,0.0002947754,0.01077915,0.0001397212,0.00005113564,0.006657319,0.00008483257,0.0000527331,0.002629396],"genre_scores_gemma":[0.9174935,0.0006699577,0.06104117,0.0002491808,0.0000422696,0.01647359,0.00008697278,0.00003352911,0.003909903],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007531093,"threshold_uncertainty_score":0.03982872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477151554720911,"score_gpt":0.3921787371878445,"score_spread":0.3474072216406354,"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."}}